UPSC Interview Preparation
The board doesn't test what you know — it tests who you are. DAF strategy, opinion bank, DM scenarios, and a free question generator. Everything you need, no paywall.
What the Board Tests
The UPSC Interview is not a viva voce knowledge test. UPSC's official mandate is to "assess the personal suitability of the candidate for a career in public service." There are six explicit criteria.
Mental Alertness
Can you absorb a new fact mid-conversation and reframe your answer?
Critical Powers of Assimilation
Can you connect dots across domains — economics, governance, geography — on the fly?
Clear & Logical Exposition
Do you structure your answers with a beginning, a view, and a landing?
Balance of Judgement
Are your views measured, or do you shoot from the hip? Boards probe for extremism.
Variety & Depth of Interest
Do you have genuine curiosity across fields, or did you just read the standard books?
Social Cohesion & Leadership
Can you work with people who disagree with you? Do you listen before you lead?
| Aspect | Detail |
|---|---|
| Total marks | 275 (added to Mains written score for final merit) |
| Board size | 5 members (1 chairman + 4 members, including 1 woman member) |
| Duration | ~30–45 minutes; some sessions run longer |
| No negative marking | No penalty for wrong answers; silence or "I don't know" is fine |
| Average score | ~140–175 marks; toppers often score 200+ |
| Language | English or Hindi; medium must be declared in advance |
- DAF warm-up — The chairman reads your form. Expect 2–3 "tell me about yourself" style questions from your background.
- Round 1 — Board member questions — Each member gets a turn. Often 2–4 questions each. They may follow your previous answer into territory you didn't expect.
- Current affairs and opinions — Almost always present. "What is your view on X?" or "How would you solve Y?" Questions test depth, not recall.
- Hypothetical scenarios — "If you were posted as DM of a flood-affected district, what would you do first?" (See the Scenarios tab.)
- Closing — Chairman may ask a final question or give you a chance to add something. Always have one prepared.
- Consistency of character — the board speaks after you leave. If your answers about hobbies, opinions, and work experience reveal a coherent person, you score well.
- Honesty > performance — "I don't know, but my thinking would be…" outscores a wrong bluffed answer every time.
- Listening before speaking — candidates who interrupt, or who answer a different question, lose marks immediately.
- Opinion with reasoning — "I think X, because Y, though I acknowledge Z" is the format boards reward.
Board compositions change each year. The patterns below are drawn from candidate accounts shared publicly across multiple years. Use them to broaden your preparation, not to second-guess your board — every board tests all six criteria.
M. Sathiyavathy
Former Secretary, DoPT
IAS · Karnataka cadre
- Technical grilling on your academic background — expects a direct domain-to-governance connection
- District administration and scheme execution; infrastructure project accountability and DPR literacy
- Calm, measured tone — but will follow up the same answer from three angles
- Strong interest in civil service reform and personnel policy
D.K. Dewan
Former DGP
IPS · Himachal Pradesh cadre
- Rapid-fire questioning — short expected answers; tests composure under time pressure
- Law & order, policing reform, criminal justice, economic crime
- Pushes hard on social unrest: communal tensions, labour disputes, agrarian distress
- Expects positions, not hedging — will probe "on the one hand / on the other" evasions
Bharat Bhushan Vyas
Former Chief Secretary
IAS · Rajasthan cadre
- Deep focus on rural and tribal administration — PESA, FRA, gram sabha functioning
- Block-level implementation: "What would you actually do?" not just scheme names
- Personal district knowledge — will ask about your DM, recent scheme outcomes, local problems
- Warm, unhurried style; long sessions with many follow-ups; encourages hesitant candidates
Smita Nagraj
Former Secretary, WCD
IAS · Madhya Pradesh cadre
- Consistent focus on women's issues, child welfare, and social protection schemes
- Technology in governance — digital delivery systems, last-mile reach, data-driven administration
- Deliberate, patient questioning pace — candidates are given time to think before answering
- Probes how policy specifically affects vulnerable populations, not just general scheme knowledge
Preeti Sudan
Former Health Secretary
IAS · Andhra Pradesh cadre
- Health policy, public health systems, welfare delivery and outcome measurement
- Gender-sensitive questioning — where institutional design has systematic blind spots
- Governance accountability frameworks: how do you measure what governments actually deliver?
- Expects structured, nuanced answers; will probe over-confident generalisations directly
- Report by 8:00 AM — Dholpur House (UPSC Bhavan), Shahjahan Road, New Delhi. Carry: call letter, original photo ID, DAF copy, and originals of all certificates mentioned in your form.
- Security & document check — Phones and electronic devices must be deposited at the gate. All documents are verified at a counter before you are escorted inside. You receive a token number.
- Waiting room — You sit with all candidates assigned to your board's batch for the day. A UPSC official briefs the group. The wait can be 2–5 hours depending on your position. Use it to settle, not to cram last-minute facts.
- The board has already read your DAF — Before you enter, all five board members have studied your form. Your optional, hobbies, hometown, educational background, and work experience are already open on their table.
- Entry & seating — Knock, enter, greet: "Good morning, Sir/Ma'am." Do not sit until invited. Once seated: upright but relaxed, slight forward lean, hands visible on the table. Make eye contact with whoever is speaking.
- The session — Chairman opens; members question in rotation. Any member may interject after your answer. Expect 20–35 questions in 35–50 minutes. Engaged boards sometimes run past an hour.
- Closing — Chairman says "Thank you, that will be all" or "You may go now." Rise, say thank you, and exit. Do not ask how it went. Do not request feedback. Leave promptly.
- After you leave — Each member marks independently; they do not confer scores. Interview marks are never disclosed — not even after selection. Your score appears only in the final consolidated result.
"They want textbook definitions and factual recall."
The board already has your Mains scores. They are not re-testing knowledge — they are testing how you think. A definition recited from Laxmikanth scores near zero; the same definition followed by a real governance implication scores well.
"Disagreeing with a board member will cost you marks."
Respectful, reasoned disagreement is regularly rewarded — it demonstrates balance of judgement. What costs marks is capitulating the instant you sense pushback, or disagreeing without a supporting argument. "I see it differently because…" is exactly the right move.
"Longer, more detailed answers score higher."
Boards see 12–15 candidates a day. They value density over length. A structured 90-second answer — problem, your view, trade-off — outscores a 5-minute monologue every time. When they want more, they ask a follow-up.
"Never say 'I don't know.'"
"I don't know" alone is a dead end. "I don't have that figure, but the mechanism I understand is…" is excellent. It signals intellectual honesty and redirects to what you do know. Boards penalise bluffing far more than acknowledging a genuine gap.
"A silent or expressionless board means you're doing badly."
Board affect tells you almost nothing about your score. Aggressive follow-ups often mean the board is engaged, not displeased. Candidates who later scored 220+ have walked out of sessions convinced they failed. Your composure under uncertainty is itself being assessed.
"Coaching centres can predict your board's questions."
No one can. Boards construct questions in the room, responding to your answers in real time. Pattern analysis across years is useful for preparation breadth. Any claim to predict specific questions for your board is false. Authentic depth beats drilled answers every time.
DAF Strategy
60–70% of interview questions originate from your Detailed Application Form. Every line you filled is a potential question — prepare each field as a chapter.
Hometown & Home State
~20%
- Development challenges, rivers, industries
- "If you were DM of [hometown]..."
- State GSDP, welfare schemes, CM's agenda
Educational Background
~15%
- "Why IAS after engineering/law/medicine?"
- Policy relevance of your subject
- Recent controversies in your field
Hobbies & Interests
~15%
- Only list things you actually do
- Boards probe deeply — be ready with specifics
- "What have you learned from [hobby]?"
Work Experience
~12%
- "Why leave [sector] for public service?"
- Policy issues in your sector
- One difficult decision you made at work
Optional Subject
~10%
- "Why this optional?"
- Current debates and applications
- Connection to governance and public policy
Achievements & Awards
~8%
- What challenge did it require?
- What would you do differently?
- Ethical dilemmas, if any
- Coached hobbies: "Reading, travelling, music" — boards recognise template answers. List only what you genuinely do and can discuss for 10 minutes.
- Not knowing your own optional: If you chose Geography or Sociology, expect application questions ("Use your optional to explain the migrant worker crisis").
- Ignoring hometown: Every board asks about the home district. Know the DM's name, latest budget allocation, major schemes, rivers, and one current problem.
- Inconsistency with Mains answers: If you took a strong position in GS4 essay, the board may read it. Be consistent.
- Listing achievements you can't explain: Every award or achievement should have a story — what was the challenge, what did you decide, what would you do differently.
- Write 10 questions a board could ask about this entry.
- Prepare 2-minute answers for each — not scripts, but structured talking points.
- For every factual entry (job, achievement), prepare: the challenge, your decision, and one thing you'd do differently.
- Read one editorial or article per week that connects your DAF field to current affairs.
- Use the DAF Tool (last tab) to auto-generate your full question bank in seconds.
Opinion Bank
40+ questions boards routinely ask. Click any question to see the 3-part framework: context, your position, and what to acknowledge. Don't memorise — understand the structure.
Polity Should India shift to a Presidential form of government? ▶
Context
India's Westminster model suffers from frequent no-confidence motions, anti-defection complications, and executive-legislative friction. Advocates cite USA/France as stable models.
Your position
Unlikely to improve governance — the problem is political culture, not constitutional design. Presidential systems create their own gridlocks. India's diversity needs coalition consensus, not concentrated executive power.
Acknowledge
Acknowledge that executive accountability is a genuine concern — but a constitutional overhaul is not the solution; strengthening the Speaker's independence and anti-defection law would achieve more.
Polity Is lateral entry into civil services good for governance? ▶
Context
The government has invited domain experts at Joint Secretary level from private sector. Critics say it undermines the IAS cadre and lacks accountability.
Your position
Domain expertise matters — but lateral entry must come with accountability structures equivalent to what career civil servants face: ACRs, vigilance, and transfer policies. Selective use for technical ministries is justified.
Acknowledge
Acknowledge cadre morale concerns and the risk of 'revolving door' conflicts of interest when private-sector entrants handle regulatory functions.
Polity Should India have a Uniform Civil Code? ▶
Context
Article 44 lists UCC as a Directive Principle. The Law Commission (2018) recommended against it; a new consultation began in 2023. Several states have enacted their own variants.
Your position
Constitutional aspiration, not immediate mandate. A UCC is desirable in principle for gender justice, but consensus-based reform — working with community leaders — is more durable than legislative imposition.
Acknowledge
Acknowledge that personal law reform has historically been used for political mobilisation rather than genuine gender justice, which undermines trust.
Polity Is the Indian judiciary overstepping its constitutional role? ▶
Context
Public interest litigation (PIL), judicial appointments via collegium, and orders on policy matters (stubble burning, electoral bonds) raise separation of powers questions.
Your position
Judicial activism has filled genuine governance vacuums — but courts deciding policy without accountability creates democratic distortions. The solution is strengthening legislative and executive capacity, not curbing courts.
Acknowledge
Acknowledge that without judicial intervention, many environmental and civil liberties protections would have eroded — the problem is degree, not direction.
Polity Is One Nation One Election feasible and desirable? ▶
Context
The Ram Nath Kovind Committee (2024) recommended simultaneous elections. Cost savings and continuity of governance are cited benefits.
Your position
Logistically complex and constitutionally challenging — it requires amending Articles 83, 85, 172, 174. The larger problem is policy paralysis during the model code, which can be addressed more surgically.
Acknowledge
Acknowledge the legitimate concern about the frequency of elections disrupting governance and the financial burden on the exchequer.
Economy Should MSP be made a legal right? ▶
Context
Farmers' unions have demanded statutory MSP since the 2021 agitation. The government has maintained it would distort markets and burden procurement agencies.
Your position
Statutory MSP without a procurement guarantee is an empty right. The real reform needed is price deficiency payment (PDP) systems that protect farmer income without physical procurement. Legal MSP as drafted creates more problems than it solves.
Acknowledge
Acknowledge that price volatility genuinely devastates farmer incomes and that the state has a duty to provide a safety net — the debate is about mechanism, not principle.
Economy Should India ban cryptocurrency? ▶
Context
The RBI favours a ban; MoF prefers regulation. The Finance Act 2022 taxes crypto at 30% VDA (Virtual Digital Assets) tax, signalling de facto tolerance.
Your position
Outright ban is unenforceable in a connected world and pushes activity underground. Regulate — KYC norms, investor protection, anti-money laundering. India's talent in blockchain should not be lost to regulatory overreach.
Acknowledge
Acknowledge genuine risks: retail speculation, money laundering, potential threat to monetary sovereignty — these must be addressed through regulation, not ignored.
Economy Is India ready for a universal basic income? ▶
Context
Economic Survey 2016-17 floated UBI as a replacement for fragmented subsidies. Pilots in Madhya Pradesh and Telangana (Rythu Bandhu-style) have shown mixed results.
Your position
Premature at current fiscal capacity. India's challenge is inclusion in existing schemes (JAM trinity leakages), not adding a new transfer. UBI works best when labour markets are disrupted by automation — we're not there yet in most sectors.
Acknowledge
Acknowledge the appeal of universality eliminating targeting errors and the political economy of leaky delivery systems.
Economy Should disinvestment of PSUs be accelerated? ▶
Context
The NDA government has missed disinvestment targets consistently since 2019. Air India disinvestment (2022) is cited as a success model.
Your position
Disinvestment should be strategic, not fiscal-deficit driven. Selling strategic assets at depressed valuations damages long-term national interests. LIC, ONGC, and defence PSUs serve non-market objectives that pure private ownership may not preserve.
Acknowledge
Acknowledge that PSU inefficiencies are real and that cross-subsidisation from profitable PSUs to loss-makers is an economic drag.
Economy Is the fiscal deficit target of 4.5% (by FY26) achievable and desirable? ▶
Context
India's fiscal consolidation roadmap targets 4.5% fiscal deficit/GDP by FY26. Critics argue austerity harms capital expenditure for growth.
Your position
The target is achievable but the composition matters more than the number. Capital expenditure must be protected even as revenue expenditure is rationalised — cutting capex to meet deficit targets is self-defeating.
Acknowledge
Acknowledge that fiscal discipline is necessary to prevent rating downgrades and keep borrowing costs manageable.
Society Is reservation still relevant in modern India? ▶
Context
Constitutional provisions for SCs/STs are permanent; OBC quotas under Article 16(4) are subject to judicial review. The Indra Sawhney case (1992) capped total reservation at 50%.
Your position
Structural discrimination persists — inter-generational mobility data shows upper-caste dominance in elite institutions even after 75 years. However, creamy layer exclusions must be extended to SCs/STs in economic sectors.
Acknowledge
Acknowledge that reservation as implemented sometimes benefits the already-better-off within reserved categories, not the most marginalised.
Society Should India have a population control law? ▶
Context
India overtook China as the world's most populous nation in 2023. Some states (UP, Assam) have proposed two-child norms for government employment.
Your position
Coercive population control is a public health and rights violation — evidence from China, India's own Emergency, and global health data shows it backfires. Female education and access to reproductive health are the proven lever.
Acknowledge
Acknowledge legitimate concern about resource pressure in high-fertility states — the response should be targeted welfare and education investment.
Society Is India's caste census a good idea? ▶
Context
The Bihar caste census (2023) revealed OBC population exceeds 63%. There is political pressure for a national caste enumeration.
Your position
Accurate data is the foundation of targeted welfare. We cannot design affirmative action without knowing population shares. A caste census, properly conducted with privacy protections, is a governance necessity.
Acknowledge
Acknowledge risks: data can harden caste identities, be used for electoral mobilisation, and potentially challenge the 50% cap on reservation.
Society Should the age of marriage for women be raised to 21? ▶
Context
The Prohibition of Child Marriage (Amendment) Bill proposes raising women's marriage age from 18 to 21. The Jaya Jaitly Committee recommended this in 2021.
Your position
The intent is sound but the mechanism is flawed — criminalising marriage rather than improving girls' education and economic opportunities misdiagnoses the problem. The law may drive marriages underground in conservative districts.
Acknowledge
Acknowledge that early marriage perpetuates educational gaps and health risks and that a symbolic legal floor can shift norms over time.
Environment Should environmental protection take priority over development? ▶
Context
EIA Notification 2020 (draft) diluted clearance processes, triggering protests. The Forest Conservation (Amendment) Act 2023 altered the definition of 'forest'.
Your position
False dichotomy — sustainable development is the constitutional mandate under Article 21 and Article 48A. The question is not if, but how. Green growth is empirically achievable; environmental shortcuts create long-term economic costs.
Acknowledge
Acknowledge that environmental regulations have genuine compliance costs for small industry and farmers that must be addressed, not dismissed.
Environment Should India phase out coal before 2050? ▶
Context
India committed to 500 GW of non-fossil capacity by 2030 at COP26. Coal provides ~70% of India's electricity. Just Transition Fund pledges by developed nations remain largely unfulfilled.
Your position
India cannot phase out coal without energy security alternatives in place and without receiving the promised climate finance. Developed nations industrialised on coal for 150 years — differential responsibility is not just rhetoric.
Acknowledge
Acknowledge India's own vulnerability to climate change: coastal inundation, Himalayan glacier retreat, extreme heat events — these provide domestic motivation beyond international pressure.
Environment Should plastic be completely banned in India? ▶
Context
India banned single-use plastics (SUP) below set thicknesses from July 2022. Full enforcement remains weak. Alternatives are often more expensive or energy-intensive.
Your position
Total ban is not the answer — plastic has genuine uses in medical, food safety, and agricultural applications. Extended Producer Responsibility (EPR), better waste collection infrastructure, and material substitution where viable is the right pathway.
Acknowledge
Acknowledge that unmanaged plastic is a genuine public health and marine ecosystem emergency, and that the status quo of weak enforcement is not an option.
Science & Tech Is AI a threat to employment in India? ▶
Context
McKinsey Global Institute estimates 12M Indians may need occupational transitions by 2030. India has a large English-speaking services workforce — white-collar roles are most exposed.
Your position
AI will displace tasks, not always jobs — but the transition will be unequal. India's software services sector faces real disruption. The policy response must be reskilling, not denial, and safety nets for workers in transition.
Acknowledge
Acknowledge that India's demographic dividend could become a liability if millions of young workers enter a labour market disrupted by automation without sufficient reskilling infrastructure.
Science & Tech Should India have a law specifically regulating AI? ▶
Context
The EU AI Act (2024) is the world's first comprehensive AI regulation. India's IT Ministry released a draft AI governance framework. The US relies on executive orders.
Your position
Premature hard legislation in a fast-moving field risks locking in outdated frameworks. India should start with sectoral guidelines (financial AI, medical AI, judicial AI) and build toward comprehensive legislation as the technology matures.
Acknowledge
Acknowledge that an early regulatory vacuum can lock in harmful practices by dominant players that become difficult to unwind — some baseline rules (transparency, liability) are needed now.
Science & Tech Should India pursue nuclear energy aggressively? ▶
Context
India has 22 operational nuclear reactors (7,480 MW); target is 22,480 MW by 2031. The Civil Liability for Nuclear Damage Act 2010 has deterred foreign investment.
Your position
Nuclear is essential for India's energy transition — it provides baseload that wind and solar cannot. The liability law must be reformed to attract GE, Westinghouse, and EDF investments. Safety standards, not liability waivers, should govern expansion.
Acknowledge
Acknowledge public concerns about safety (post-Fukushima), uranium supply dependence, and the unresolved nuclear waste disposal question.
International Relations Should India seek a permanent UNSC seat? ▶
Context
India is a strong P5 candidate — 4th largest GDP (PPP), world's largest democracy, 1/6 of humanity. But China opposes any UNSC reform that would add India.
Your position
Yes — but India should push for category reform (semi-permanent rotating seats) if P5 expansion is blocked. An expanded UNSC without veto reform would just add new veto-holders; structural reform is the real goal.
Acknowledge
Acknowledge that UNSC expansion requires P5 consensus including China's agreement — India must weigh its relationship with China against the symbolism of a permanent seat.
International Relations Should India sign RCEP? ▶
Context
India walked away from RCEP in 2019 citing asymmetric trade deficits with China and risk to dairy and agriculture sectors. RCEP was signed in 2020 by 15 nations.
Your position
The concerns were legitimate in 2019 — India's manufacturing base was not ready. However, staying outside the largest trade bloc indefinitely is not a sustainable strategy. India should negotiate re-entry with robust safeguard mechanisms and invest in manufacturing competitiveness.
Acknowledge
Acknowledge that signing without structural reform could have flooded India's market with Chinese goods, hurting MSMEs and farmers.
International Relations How should India balance its relationship with Russia and the West? ▶
Context
India imports ~40% of its crude oil from Russia post-2022. US and EU have sanctioned Russia after Ukraine invasion. India has maintained 'strategic autonomy'.
Your position
India's strategic autonomy is not non-alignment — it is interest-driven multi-alignment. Cheap Russian oil benefits Indian consumers; abandoning it for political solidarity would harm India without helping Ukraine. But India must also invest in reducing strategic dependence on Russia over time.
Acknowledge
Acknowledge that strategic autonomy has costs — reduced technology transfer from Western defence partners, friction in quad dynamics, and diplomatic capital.
Ethics Is the death penalty justified? ▶
Context
India retains the death penalty for 'rarest of rare' cases (Bachan Singh judgment, 1980). The Law Commission (2015) recommended abolition except for terrorism cases.
Your position
The state should not have the power to take a life — not because criminals don't deserve punishment, but because the judicial system is fallible. Wrongful executions are irreversible. Life imprisonment without parole is a sufficient and more humane deterrent.
Acknowledge
Acknowledge the legitimate justice demands of victims' families and the societal deterrence argument for heinous crimes.
Ethics Are civil servants obligated to disobey clearly unethical orders? ▶
Context
GS4 case studies regularly pose this question. The civil services conduct rules require obedience to lawful orders; IPC Section 76 provides limited defence for following superior orders.
Your position
Yes — the Nuremberg principle applies. An order to falsify records, cover up atrocities, or discriminate on religious grounds must be refused. The officer must then face the consequences with transparency and record the dissent formally.
Acknowledge
Acknowledge the asymmetric power reality: a junior officer's refusal has career consequences while the superior faces few. Institutional whistleblower protection must be strengthened.
Ethics Should government officials be prohibited from social media? ▶
Context
High-profile IAS and IPS officers have been pulled up for social media posts. The Civil Services Conduct Rules 1964 have provisions on media conduct but predate social media.
Your position
Prohibition is disproportionate and counterproductive — officers communicating ground realities and good governance work builds public trust. A clear conduct code distinguishing personal opinion from official capacity is better than a blanket ban.
Acknowledge
Acknowledge that officers who use social media for political messaging or to undermine government policy create genuine confusion about the political neutrality of the civil service.
District Magistrate Scenarios
"What would you do as DM of X?" is one of the most common board question types. These aren't knowledge questions — they test your decision-making process. Click each to see the approach framework.
1 A communal tension has erupted in your district after a murder. Rumours are spreading on WhatsApp. What do you do in the first 6 hours? ▶
Speed and visible authority matter most in the first hours. Your goal is to prevent the first retaliatory act — everything after that becomes harder.
- Reach the site immediately. Your physical presence signals the state's seriousness.
- Impose prohibitory orders (Section 144 CrPC) in affected areas. Brief SP on additional deployment.
- Identify and meet community leaders of both sides within the first 2 hours — separately and then jointly.
- Issue an official statement: the law will take its course; no community will be targeted; rumours will be prosecuted.
- Alert the district cybercrime cell to monitor and request platforms to take down inflammatory content.
- Open a peace committee meeting for the evening — include religious leaders, local press, and ward councillors.
2 A cluster of 15 farmer suicides has been reported in your district over 3 months. Media is covering it. What do you do? ▶
Immediate relief + systemic diagnosis. Don't confuse press management with actual response.
- Personally visit each affected family. Activate PM Kisan Samman Nidhi disbursal and state relief schemes for survivors.
- Order a rapid assessment: which crops failed, at what stage, under what loan burden?
- Convene district-level banks to restructure loans — and document refusals by name.
- Set up a 24x7 kisan helpline with trained counsellors, not just operators.
- Identify the top 500 most-indebted farmers and arrange individual meetings with agriculture extension officers.
- Report to state government with ground-level data — push back if relief fund disbursals are delayed by procedure.
3 You discover that a politically connected local contractor is running illegal sand mining operations with police protection. What do you do? ▶
Document before acting. The political connection means you will face pressure — your paper trail is your protection.
- Conduct a surprise inspection with videography and a government witness (SDM or tehsildar).
- File an FIR naming the contractor and recording the site evidence. Ensure the FIR is not filed with a cooperative officer.
- Write formally to SP requesting an independent investigation, with a copy to DIG and DIG.
- Inform the state government in writing — do not call, write. This creates an accountability record.
- If illegal operations continue after FIR, file a contempt/compliance report to the NGT/High Court.
- Do not negotiate. If transferred as a consequence, the paper trail ensures accountability follows.
4 A small dam upstream has failed. Five villages are in the flood path. You have 2 hours before the water arrives. What do you do? ▶
NDMA protocol + improvise. Two hours is enough for basic evacuation if you move in the first 10 minutes.
- Activate district disaster management authority. Issue an immediate evacuation advisory via siren, loud speaker vans, and SMS alerts.
- Deploy police and home guards to physically move residents — especially elderly and disabled — who won't self-evacuate.
- Open designated relief camps. Call SDRF and request NDRF if numbers warrant.
- Alert hospitals downstream. Arrange for drinking water and food in camps.
- Get a real-time update from irrigation department on water volume and predicted crest time.
- Keep state government updated every 30 minutes. Document every decision for accountability.
5 A child malnutrition hotspot is identified in a tribal block of your district — SAM (severe acute malnutrition) rate is 18% vs state average of 4%. What do you do? ▶
Treat, investigate root cause, fix system. The presenting symptom (malnutrition) has multiple drivers — food insecurity, care practices, sanitation, health access.
- Immediately scale up NRC (Nutrition Rehabilitation Centres) capacity and ensure SAM children are admitted.
- Order a camp-based screening of all children under 5 in the affected block.
- Investigate ICDS anganwadi functioning: are workers present, is food being delivered, are records genuine?
- Check if PDS cards are active and functional for all households — ration denial or non-coverage is a common driver.
- Convene the block health officer, CDPO, and panchayat heads for a joint action plan.
- Set a 3-month measurable target and review weekly — report to collector and CMO with supporting data.
6 The local MLA phones you and asks you to alter a revenue record to benefit his associate in a land dispute. What do you do? ▶
This is a direct integrity test. The board knows the answer — they're testing how you'd handle the pressure and the aftermath.
- Decline clearly and politely on the call. Do not argue — just state that the record is a legal document.
- Immediately write a formal noting to the file: date, time, content of call, your response. Retain a copy personally.
- Inform your DM (if you're SDM) or Principal Secretary in writing — do not email only, follow up in person.
- Do not engage further with the MLA on this matter. If he visits the office, meetings should be in the presence of a witness.
- If pressure escalates or threats are made, report to the Chief Secretary and, if necessary, the Anti-Corruption Bureau.
- Your integrity record protects you — an officer with a clean file and documented refusals is difficult to disciplinarily punish.
7 A large tribal community is agitating against a mining project you are required to facilitate. The gram sabha consent is disputed. What do you do? ▶
The PESA Act and Forest Rights Act are your reference point. Gram sabha consent is legally mandated under Schedule V areas. This is not a law-and-order issue — it is a rights issue.
- Do not use force to disperse the protest. Engage with community leaders to understand specific objections.
- Review whether the gram sabha process followed PESA compliance — was notice issued? Was consent freely given or manufactured?
- If consent was procedurally flawed, flag it to the state government in writing before proceeding further.
- Facilitate a genuine consultation — bring the mining company representatives and community leaders to a structured dialogue.
- Protect the right to protest under Article 19 while ensuring public order.
- If genuine grievances exist, recommend to the state government that the project be held pending proper consent. Document your recommendation.
8 You are overseeing flood relief distribution. You discover local contractors are inflating costs — 10kg rice kits are being billed as 15kg. What do you do? ▶
Procurement fraud in disaster relief is not just financial — it costs lives. React fast.
- Immediately suspend the contractor's consignments pending verification.
- Conduct spot weighing of a sample batch in front of witnesses and document with photographs and video.
- File an FIR for cheating and criminal misappropriation of public funds.
- Issue emergency procurement from an alternate vendor or directly from FCI godowns.
- Notify the state disaster management authority and treasury with your documented findings.
- Initiate a blacklisting proceeding against the contractor and submit a report to the state vigilance commission.
9 You are asked to do land acquisition for a national highway. Farmers in 12 villages are refusing. What is your approach? ▶
The Right to Fair Compensation and Transparency in Land Acquisition, Rehabilitation and Resettlement Act 2013 (LARR Act) provides the framework. Your role is implementation of the Act, not pressure on farmers.
- Convene village-level social impact assessment (SIA) meetings. LARR mandates this — inform, don't announce.
- Explain compensation calculations transparently. Show comparable land rates, solatium (100% premium), and R&R entitlements.
- Identify the genuine objectors — usually a small group — from those who would accept fair terms.
- If compensation is genuinely inadequate relative to market value, report that to the acquiring authority and state government.
- Avoid using state machinery as a pressure tool. If farmers are willing to go to court, that is their right.
- Set a timeline — but do not cut corners. A completed acquisition that gets stayed in court is worse than a slower one done correctly.
Do's & Don'ts
The board assesses character, not performance. These rules apply not just to what you say, but how you carry yourself across the entire session.
✓ Do These
- 👁️Maintain eye contact with all 5 board members, not just the one asking. Pan slowly as you speak — it signals confidence and inclusion.
- ⏸️Pause for 3–5 seconds before answering complex questions. The pause signals reflection, not ignorance.
- 🤷Say "I don't know" cleanly when you don't. Add: "But my thinking would be…" to show analytical depth even without the fact.
- 👂Listen to the full question before forming your answer. Interrupting or pre-answering is a red flag for boards.
- 🤝Acknowledge the board's point when you disagree — "That's a fair concern, and I think about it differently because…" shows intellectual maturity.
- ⏱️Keep answers to 1.5–2 minutes. If the board wants more, they'll ask. Long monologues lose their attention.
- 🏘️Show genuine enthusiasm about your hometown, hobbies, and optional subject — this is where most marks are earned.
- 🔗Connect answers to field or personal experience where possible — "When I was working in X" is always more credible than abstract theory.
- 📖Prepare a closing — if the chairman asks "Anything you want to add?", have something genuine ready, not a platitude.
- 🌿Stay calm if a board member is aggressive — they are testing composure, not trying to fail you. Breathe, smile, answer.
✕ Don't Do These
- 🚫Don't score points by criticising the government or ruling party — boards have seen this tactic for decades and it reads as shallow.
- 🚫Don't sit on the fence on every question. "It depends" without a view is not balance — it is absence of character.
- 🚫Don't interrupt a board member, even to agree. Wait for silence before speaking.
- 🚫Don't use management buzzwords: "synergise", "holistic approach", "out-of-the-box thinking" — boards find them grating.
- 🚫Don't panic if follow-up questions come — follow-up means the board is interested and engaged, not trying to trap you.
- 🚫Don't memorise answers — boards have read thousands of prepared scripts. Genuine hesitation is better than a recited paragraph.
- 🚫Don't contradict yourself in the same session. If you change your position, acknowledge it explicitly: "You've made me think about this differently."
- 🚫Don't bring up political party names or affiliations of any kind — it signals lack of bureaucratic neutrality.
- 🚫Don't over-qualify every answer ("it depends", "on the other hand", "both sides"). One acknowledgement per answer is enough.
- 🚫Don't enter with the mindset of "not saying the wrong thing" — enter with genuine curiosity and confidence. That's what boards reward.
30-Day Preparation Plan
From interview call letter to D-Day. Four focused weeks, each with a clear theme. Adjust dates from when your letter arrives.
- Use the DAF Tool (last tab) to generate your complete question bank. Print it and annotate it with talking points.
- Write 10 questions per DAF field by hand — hometown, hobbies, graduation, optional, work, achievements.
- For each hobby, prepare a 2-minute answer that ends with a genuine insight or lesson — not "I enjoy it."
- Research your home district: current DM's name, major ongoing schemes, last known GSDP/HDI, rivers, industries, one current issue.
- Visit the District Collector's website for your home district. Note 3 recent press releases.
- Start opinion journal: pick 2 controversy questions from the Opinion Bank per day. Write a 200-word structured position (context → view → acknowledgement).
- Read your optional syllabus with fresh eyes. Identify 3 topics where you could speak for 5 minutes without notes.
- Revise the last 6 months of current affairs. Use BharatNotes Current Affairs (+ Ujiyari editorials) — focus on forming opinions, not just facts.
- For every major national development (budget, policy, judgment), prepare: "What is my view on this?"
- Work through all 9 DM scenarios in the Scenarios tab. Time yourself — aim for structured 3-minute answers.
- Read 3–4 actual interview transcripts (Transcripts tab). Identify patterns in your board's known style, if possible.
- Practice "Tell me about yourself" — 2-minute version, then a 30-second version. Have both ready.
- Identify 3 questions you genuinely don't know how to answer and prepare "honest uncertainty + analytical thinking" responses.
- Arrange at least 2 mock interviews — ideally with retired civil servants, academics, or mock panels. Not just peer practice.
- Record yourself answering 10 questions from your DAF bank. Watch the recordings: pace, filler words, body language.
- Address all feedback from Mock 1 before Mock 2. Don't repeat the same errors.
- Deep dive into your optional: one week refresh on the most application-relevant areas. Prepare 3 "connect to policy" answers.
- Revisit your home state's Budget, Economic Survey, and any recent major event or scheme. Know the numbers.
- Work on "conversational" answers — less structured, more like dialogue. Boards respond better to humans than to trained responders.
- No new topics after Day 25. Consolidate and review existing preparation — cramming new content now hurts consistency.
- Do one final mock interview on Day 26. Treat it like the real thing: formal clothes, timing, no pausing.
- Prepare your closing statement: one genuine thing you'd want the board to know about you that the questions didn't reveal.
- Lay out your interview clothes. Confirm travel to UPSC office. Know the exact room number process.
- Day before: light revision of current affairs (last 2 weeks). Sleep 8 hours — no exception.
- Day of interview: eat breakfast, arrive 30 minutes early. Spend time with yourself, not coaching notes. You're ready.
- The interview call letter specifies the date, time, and venue. Re-read it — candidates have been disqualified for wrong reporting time.
- Carry all original documents as listed in the call letter. Missing even one can delay your interview.
- Your waiting time before the interview can be 3–5 hours. Bring water and something light to eat. Don't cram in the waiting room — talk to other candidates, it relaxes the nerves.
- Results come 3–4 weeks after the last interview date. In the meantime, continue preparing for the next attempt if needed — you will know your score when results are declared.
DAF Question Generator
Fill in your DAF details below. The tool generates a personalised question bank — saved to your browser so you can return to it. Free, no login, runs entirely offline.
Gemini is reading your DAF and crafting specific questions. This takes ~10 seconds.
AI generation failed
Something went wrong. Please try again.
✦ AI Mode (Gemini)
- Hyper-specific — knows Varanasi's Kashi Corridor, Marathwada's water crisis, etc.
- Each question has a prep hint + what the board is actually testing
- Connects your graduation/optional to current governance issues
- Takes ~10 seconds · Requires internet
Template Mode
- Generic frameworks that apply to any candidate
- Good starting point; less contextually specific
- Works offline, instant
- No prep hints or "why they ask" guidance
- Click each question's Prep guide dropdown — it shows what angle to take and what the board is actually testing.
- Your inputs and results are saved in your browser — close the tab and return tomorrow, they'll still be here.
- For each question, prepare talking points (not scripts) in a notebook. Genuine hesitation beats a rehearsed paragraph.
- The "Board Standard Questions" section at the bottom applies to every candidate regardless of profile.
Interview Transcripts
Anonymised excerpts from real UPSC interview sessions shared publicly by candidates on forums. Patterns repeat across years — study the board's follow-up style, not just the questions.
▶
Chairman
You're a civil engineer. How does that prepare you for the IAS?
Candidate
Civil engineering gives me a project management mindset — breaking large goals into phases, tracking cost and quality simultaneously. As a collector, almost everything — road projects, irrigation schemes, building construction — requires someone who can read a DPR and challenge inflated estimates. My background makes me harder to bluff.
Member 2
Rajasthan has a serious water crisis. If you were posted in Barmer, what's the first thing you'd do?
Candidate
I'd start with a ground-level water audit — actual groundwater levels across blocks, which villages depend on tankers, and where the MGNREGA water conservation works have already been done versus where gaps remain. The problem is usually not absence of schemes — it's coordination failures between irrigation, panchayats, and PHED. I'd create a district water task force with all three before launching any new initiative.
Member 3
You listed chess as a hobby. What has chess taught you?
Candidate
Chess taught me to slow down when I most want to act fast. The temptation in a crisis is to move immediately — chess punishes that. You evaluate the position fully, anticipate the opponent's response, and only then commit. That's the opposite of what bureaucratic instinct often does, which is to issue a circular and assume the problem is solved.
Member 4
There were major protests over the CAA in Rajasthan. If you were DM during such protests, how would you handle it?
Candidate
The first obligation is to ensure the right to peaceful protest is protected — that means police restraint, not escalation. I'd engage community leaders proactively, identify and isolate any elements trying to provoke violence, and maintain direct communication lines with SP and the state government. If the protest remains peaceful, my job is largely to facilitate it safely, not suppress it. If it turns violent, the response must be proportionate and documented — every use of force must be justified on paper.
Chairman
You mentioned coordination failures in water governance. Who is ultimately accountable when a government scheme fails?
Candidate
The collector is accountable for what happens in the district — and that accountability must be real, not nominal. But above the district level, the system diffuses responsibility so thoroughly that no one is accountable for outcomes. A scheme designed by the centre, funded by the state, implemented by the district, and evaluated by a third agency has five layers of deniability built in. Real accountability needs single-point ownership at each level, measurable targets, and public reporting — not just audit compliance.
▶
Chairman
You're a doctor. Isn't joining IPS a waste of your medical training?
Candidate
I understand why it looks that way. But medicine trained me to diagnose — to not treat symptoms without understanding underlying pathology. In public health policy, most interventions treat symptoms. Drug distribution without safe storage, health schemes without community behaviour change, hospital infrastructure without primary care reach — these are exactly the problems a doctor-administrator can see that a generalist might miss. I don't think it's waste — I think it's a different scale of practice.
Member 1
What would you do as SSP of a district where drug trafficking is rising among teenagers?
Candidate
Three tracks simultaneously. First, enforcement — identify the supply chain, not just the end users. Users are often victims; the network is the target. Second, set up district-level de-addiction centres that are accessible, not stigmatising — this is where my medical background is directly useful. Third, schools: mandatory counselling sessions and a referral relationship with PHCs. None of this works if the local police culture criminalises addiction rather than treating it.
Member 4
Should India legalise recreational marijuana?
Candidate
Not immediately, and not without controlled decriminalisation first. The evidence from Canada and Portugal is nuanced — decriminalisation of personal use reduces crime and enables health intervention. Full legalisation without robust public health infrastructure creates new downstream problems. India's system isn't ready. I'd favour a staged approach: decriminalise personal use, invest in treatment infrastructure, and revisit legalisation in 10 years with evidence.
Member 2 (woman member)
Maharashtra has one of the highest farmer suicide rates in India. As a doctor, how would you approach this as a public health problem?
Candidate
Farmer suicide in Vidarbha is not a mental health crisis in the traditional sense — it is a crisis of indebtedness, crop failure, and dignity, that manifests as a mental health crisis at the individual level. The public health framing I'd use is borrowed from suicide prevention research: identify the at-risk population, create friction against impulsive acts (which most agricultural suicides are), and reduce the underlying stressor. Concretely: district helplines staffed by trained counsellors connected to the agricultural extension system, so when a farmer reports crop failure or loan distress, there's a human follow-up within 48 hours, not a pamphlet.
Member 3
Caste discrimination inside hospitals — is it a real problem in India?
Candidate
Yes, and I've seen it. Patient assignments, ward allocation, and the language used by nursing and ward staff often reflect caste and class hierarchies that the hospital system has no mechanism to correct. The Lancet published studies documenting differential treatment based on caste in Indian hospitals. As someone who will govern health systems, I think recognising this is not about condemning the medical profession — it's about designing systems that reduce discretion at points where bias enters. Anonymous complaint mechanisms, mandatory sensitivity training, and third-party patient experience audits are places to start.
▶
Member 2
You studied History. What is the most important lesson from Indian history for a civil servant?
Candidate
That administrative reform imposed without local ownership consistently fails. The Permanent Settlement of 1793 is the clearest example — a system designed in London that extracted revenue while devastating Bengal's agriculture for 150 years. Contrast that with Kautilya's rajamandala, which understood that governance is local and contextual. A civil servant who believes a Delhi circular can substitute for ground-level knowledge is repeating a very old mistake.
Member 3
What is the relevance of the Bengal famine of 1943 to contemporary food policy?
Candidate
Amartya Sen's central argument — that the famine was a distribution failure, not a production failure — is directly relevant to the PDS today. We have surplus grain in FCI godowns while malnutrition persists. The failure in both cases is political will and distribution infrastructure. The Famine Codes of 1883 actually had better early warning triggers than some of our current drought monitoring mechanisms. There is a lesson in humility there for modern administrators.
Chairman
You mentioned the Permanent Settlement as a failure. Would you describe British administration as uniformly bad, or is there a more nuanced reading?
Candidate
A more nuanced reading is more historically accurate and, frankly, more useful. The British built institutions — the railway network, the survey of India, the ICS tradition of field reporting — that independent India inherited and built on. The problem was the purpose: extraction, not development. Many of the administrative structures we use today — the district collector system, the revenue records, the law and order architecture — are essentially British inventions adapted for democratic governance. If we call it all bad, we lose the ability to understand what we kept and why.
Member 4
West Bengal has a long tradition of political activism. Is that good or bad for governance?
Candidate
Both, depending on what it's directed at. The same political consciousness that produced the reform movements of the 19th century and the trade union movement of the 20th also produced the political violence of the Left Front era and the booth capture culture that persists. Political awareness in the population is a democratic asset — but when it becomes a tool for capturing institutions, it becomes a governance liability. Bengal's bureaucracy has historically been politicised in a way that AGMUT or Tamil Nadu cadres haven't — that's the specific governance problem worth acknowledging.
Chairman
Before we close — if you were posted to a state you have never visited, say Manipur, how would you start learning the ground reality?
Candidate
I'd start by reading — the state's Annual Plan, the district gazetteers, and recent CAG audit reports which are consistently honest about what isn't working. Then I'd spend my first month doing field visits without an official retinue — markets, schools, PHCs, and panchayat offices. I'd seek out the block-level officers who have spent years there, not just the district-level officials. And I'd find the civil society organisations working in tribal areas — they know what the government doesn't see. The greatest risk of a new posting is confusing the briefing file with reality.
▶
Chairman
Should India invest in AI for governance, or is that elitist given how many villages lack basic internet?
Candidate
Both things are true simultaneously — and that's not a contradiction, it's India's development reality. AI in satellite crop monitoring can help a Vidarbha farmer who has no smartphone, because the DM receives the alert, not the farmer directly. The question isn't "who should use the AI" but "whose problem does it solve." If we deploy AI only for smart city dashboards, it is elitist. If we deploy it for drought prediction, disease surveillance, and ration card de-duplication, it serves the most marginalised first.
Member 1
Telangana's Rythu Bandhu gives direct income support to farmers. Critics say it bypasses investment in agriculture. Your view?
Candidate
Rythu Bandhu is a welfare transfer, not an agricultural investment — and it was never claimed to be otherwise. The criticism is fair only if you expect income support to substitute for irrigation, extension services, or market linkages. What it does well is reduce distress-driven loans before the sowing season — the specific gap it was designed to fill. The critique I'd take more seriously is the exclusion of tenant farmers and landless agricultural labourers who have no land title.
Member 2
Telangana prioritised welfare over industrial growth. Is that the right trade-off?
Candidate
I'd push back on the framing slightly — Telangana has also invested heavily in infrastructure, particularly Hyderabad's IT corridor and the Mission Bhagiratha water grid, which are not welfare spending. The genuine trade-off is in the fiscal space: committed welfare expenditures have reduced capital expenditure flexibility. Whether that's the right call depends on your theory of development — if you believe human capital is the binding constraint, welfare-first makes sense; if you believe infrastructure and investment climate are, it doesn't. Telangana's growth trajectory suggests the welfare spending hasn't crowded out growth, but we're only 10 years post-bifurcation, so the verdict is still out.
Member 3
Most IAS officers from IT backgrounds end up in finance or IT departments. Would you actively avoid that and seek rural postings?
Candidate
I'd seek the postings I'm weakest in, not the ones I'm most comfortable with. The IAS needs officers who understand technology — but it also needs officers who understand what happens in a block office when a scheme reaches its last mile. If I spend my first 10 years in IT and finance, I'll be a good technocrat but a poor administrator. I'd actively request a rural district posting in the first five years. The technology skills will still be there — the ground-level learning doesn't stay available forever.
Chairman
One last question. What is something you believe strongly that most people in this room would probably disagree with?
Candidate
I believe the biggest governance failure in India is not corruption — it's the quality of middle management in the state. Corruption gets the attention because it's visible and scandalous. But the officer who doesn't respond to files, the block-level functionary who never visits the field, the panchayat secretary who can't operate the MIS — these people cause more developmental harm every year than the visible corruption that ends up in newspapers. We have invested enormously in top-level capacity building and in anti-corruption frameworks, and almost nothing in the unglamorous work of improving the competence and motivation of the 50 lakh government employees who actually deliver services.
▶
Chairman
You studied law. The judiciary and executive frequently clash in India. How should that tension be managed?
Candidate
The tension is constitutional by design — it is a feature, not a bug. The problem arises when either institution treats the tension as a conflict to win rather than a check to honour. From the executive side, that means complying with court orders even when you disagree, using the legal process to challenge them rather than ignoring them. From the judicial side, it means restraint on policy questions where the court lacks institutional competence — economic policy, military strategy, legislative scheduling. The solution is not to resolve the tension but to manage it with mutual institutional respect, which requires culture as much as constitutional rules.
Member 1
Kerala's cooperative sector is distinctive in India. Can it be replicated elsewhere?
Candidate
Parts of it can. The principle — community ownership of financial and productive assets — is universal. But Kerala's cooperative success rests on specific preconditions: high literacy, strong social capital built over a century of reform movements, and a political culture that historically valued collective action. The IFFCO model shows it works in agriculture at national scale. The Amul model shows it works in dairy. What is difficult to transfer is the institutional density — the KSFE, the KSCB, the urban cooperatives — that took decades of consistent state support to build. Other states can build it, but they should expect a 20-year timeline, not a 5-year project.
Member 2
Article 370's removal — constitutional success or governance failure?
Candidate
I'd separate the constitutional and governance questions because they have different answers. On the constitutional question: the Supreme Court upheld the process in 2023, finding it within Parliament's power. On the governance question: the promised benefits — investment, development, normalisation — have been partial at best. The continued restrictions on political activity, the delayed statehood restoration, and the security situation suggest that removing the article was the beginning of a governance challenge, not the end of one. Whether the long-term trajectory vindicates the decision is something only history will judge, but treating the SC verdict as settling the governance question conflates law with outcomes.
Member 3
Kerala has the highest HDI in India but relatively low private investment. Is high HDI without economic dynamism sustainable?
Candidate
It's sustainable as long as remittances sustain consumption, but remittance dependence is a structural vulnerability, not a development model. Kerala's private investment gap reflects high labour costs, strong unionisation, and land constraints — all of which are outcomes of the same institutional environment that produced the high HDI. The question for Kerala's next phase is whether it can add economic dynamism without dismantling the social infrastructure that produced the human capital. Singapore and South Korea did it through industrial policy and education investment simultaneously. Kerala has the human capital; it needs the industrial policy framework to deploy it domestically rather than exporting it to the Gulf.
Member 4 (woman member)
As a woman IAS officer, would you specifically seek postings related to women's issues, or work across all portfolios?
Candidate
I'd work across all portfolios — and I'd bring a gender lens to all of them, not just the designated ones. The assumption that women officers belong in women and child development is itself a form of compartmentalisation that limits both the officer and the portfolio. A gender lens on revenue administration — how land records exclude women — or on disaster management — how relief camps fail women's safety needs — is where the real gap is. I'd choose postings based on where I can learn most and contribute most, which may or may not be women-focused departments.
▶
Chairman
Bihar's per capita income is less than a third of Maharashtra's. As an economist, is this a policy failure or a structural inevitability?
Candidate
Neither entirely. Bihar's lower income reflects genuine structural disadvantages — landlocked geography, high population density, a river-flood cycle that destroys capital annually, and a historical pattern of out-migration that drained both talent and remittance-spending patterns. But the gap is also a policy failure: the bifurcation in 2000 took Jharkhand's mineral wealth, leaving Bihar with agriculture and no industrial base. Post-2005 governance improvements under the Nitish Kumar government produced the fastest GSDP growth in India for nearly a decade — which suggests structural disadvantage is not deterministic. The honest answer is that the gap is narrowing but the convergence will take 30–40 years even under optimal conditions.
Member 2
You're from Darbhanga. The Kosi and Gandak floods destroy crops every year. Why hasn't India solved this in 75 years?
Candidate
Because the political economy of flood control in North Bihar works against solutions. Embankments have been the dominant response since independence — but embankments trap floodwater rather than draining it, actually increasing inundation in enclosed areas, which is what happened with the Kosi embankment breach in 2008. The technical consensus has long favoured managed flooding and floodplain zoning over embankments, but embankments generate construction contracts and ministerial credit. A solution requires overriding a 60-year patronage system built around a failed technology. That's not primarily a technical failure — it's a political economy problem that no engineer can solve from within the current incentive structure.
Member 3
Should the NITI Aayog be abolished and the Planning Commission restored?
Candidate
No — but the NITI Aayog in its current form is under-powered for what India needs. The Planning Commission had constitutional standing via the Finance Commission mechanism and genuine fiscal leverage over states. NITI Aayog has neither. It produces high-quality reports that go largely unimplemented because it has no enforcement mechanism. India needs a planning institution that combines NITI's analytical capability with actual fiscal and coordination authority — not a return to central planning, but something between the two. The vacuum left by abolishing centralised planning has not been filled by market coordination in states that lack institutional capacity.
Member 1
Election freebies — corruption or democratic expression of preferences?
Candidate
The framing matters a lot here. A promise to provide free electricity to BPL households is not corruption — it is a policy choice about redistribution. A promise to give cash to every voter two days before an election for no stated purpose is closer to bribery. The Supreme Court in Subramaniam Balaji drew the line differently from how most economists would, but the underlying distinction is between welfare commitments that are fiscally costed and serve a stated public purpose, versus vote-buying that has no economic rationale. India needs a credible mechanism to assess fiscal impact of election promises — something the Election Commission has proposed but lacks authority to enforce.
▶
Chairman
Odisha has done remarkably well on disaster management but poorly on tribal welfare outcomes. Is that a paradox?
Candidate
It's not really a paradox — it reflects the political economy of visibility. Cyclone response has a clear constituency, measurable outcomes, international visibility, and chief minister-level attention. Tribal welfare doesn't. The indicators — malnutrition in tribal blocks, forest rights implementation, infant mortality in Kalahandi — are chronic, not acute, and they don't generate the same political urgency. Odisha's disaster management success is real and worth celebrating. But it has also served as reputational cover for chronic failures in the same state that are less visible and therefore less addressed.
Member 1
Is the Scheduled Tribe category in India too broadly defined?
Candidate
Yes — and the heterogeneity is a real governance problem. A Bhil cultivator in Madhya Pradesh and a Mizo professional in Aizawl are both STs, but their development needs, social positions, and vulnerabilities are entirely different. The category was created based on colonial-era ethnographic criteria — social distinctiveness, primitive traits, geographic isolation — that don't map cleanly onto current deprivation. The 2013 Xaxa Committee Report recommended a more granular classification with particular tribes (PVTGs) getting differentiated treatment. That recommendation has been only partially implemented. A better administrative approach would tier ST benefits based on actual deprivation indices, not simply tribal identity.
Member 2
The POSCO steel plant controversy in Odisha — was the government right to eventually abandon it?
Candidate
The project was abandoned because of persistent gram sabha opposition under PESA and Forest Rights Act provisions — and that outcome was legally correct. Whether it was economically optimal is a different question. The government's failure was not in abandoning a project that lacked community consent, but in the process: 12 years of trying to override consent rather than genuinely negotiating a resettlement and benefit-sharing framework that could have earned it. Countries with better track records on industrial land acquisition — South Korea, Japan — do so by making the material benefits to affected communities credible and verifiable. India's record of broken resettlement promises made community resistance rational, not obstructionist.
Member 3
Tell me about one practice from your own community that the government has consistently misunderstood.
Candidate
The forest governance system in my community — a rotational community protection system where each household takes a turn guarding a section of the community forest from encroachment and fire — has been functioning informally for generations. The Forest Rights Act of 2006 was supposed to recognise such community rights formally, but the implementation has been through individual land pattas, not community governance recognition. So the system that was working got partially formalised in a form that actually weakened it — because the forest department still technically holds jurisdiction, individual pattas create conflicts between neighbours, and the collective enforcement mechanism has no legal standing. This is a governance pattern worth studying: formalising informal institutions sometimes destroys the social logic that made them work.
▶
Chairman
The farm laws of 2020 were repealed after protests. What does that tell us about policy-making in India?
Candidate
It tells us at least two things. First, that democratic feedback mechanisms can work — a government with a large majority reversed major legislation in response to sustained popular pressure. That is not a failure of democracy. Second, and more concerning, it tells us that the process by which the laws were made — bypassed select committee scrutiny, enacted during Covid restrictions, without genuine consultation with the farming community — created a legitimacy deficit that no amount of economic argument could bridge. The economics of the laws may have been sound, though even that is debated. But policy reform requires political trust, and the government had not earned it in Punjab and Haryana on this issue. The lesson is not to avoid reform — it is to build the political coalition for reform before legislating.
Member 2
Punjab's groundwater is critically over-exploited. The political economy of the state doesn't allow any realistic solution. What would you actually do as a district collector?
Candidate
I'd be honest about what's achievable at the district level. The root cause — free electricity for agriculture that makes groundwater pumping costless — is a state-level decision that no collector can change. What I can do: enforce the Punjab Preservation of Subsoil Water Act (2009) which mandates delayed paddy transplanting to reduce water use — this has documented impact. Work with agriculture universities to promote the Direct Seeded Rice (DSR) technique, which uses 25% less water than conventional transplanting. And identify the 10–15% of farmers in my district who have already shifted to less water-intensive crops and make them visible — peer influence works faster than government mandates in Punjab's farming culture.
Member 3
The drug problem in Punjab — is the primary response enforcement or rehabilitation?
Candidate
Rehabilitation is the primary answer, but enforcement is necessary to create the conditions for it. You cannot rehabilitate someone while the supply chain remains intact and accessible. So enforcement is the prerequisite — but it must be targeted at supply, not demand. Arresting addicts fills jails and creates criminal records that reduce employability, making rehabilitation harder. Punjab's Aam Aadmi Clinic model has shown that accessible primary care with addiction services reduces demand more effectively than police raids. The honest answer is that neither alone works — but if I had to choose where to put 70% of the resources, it would be on the demand side.
Member 1
Pakistan is less than 30 kilometres from your hometown. How does that shape your worldview?
Candidate
It makes the abstract concrete. The people on both sides of the border share language, food, music, and in many cases family names separated by a 1947 line. That proximity doesn't make the geopolitical rivalry any less real — the security concerns are genuine and documented. But it does mean I hold a particular scepticism about narratives of civilisational difference between India and Pakistan. The enmity is political and historical, not cultural or primordial. That distinction matters for how you think about long-term normalisation — which I believe is in India's strategic interest even while maintaining the full security posture.
Member 4
Should AFSPA be extended to Punjab given the recent Khalistan-linked incidents?
Candidate
No — and I'd argue the incidents cited don't meet the legal threshold for AFSPA deployment. AFSPA requires a "disturbed area" declaration, which has a specific legal meaning. Isolated incidents, however serious, do not constitute a breakdown of civil order requiring special military powers. The danger of invoking AFSPA in Punjab is twofold: it creates precisely the alienation narrative that drives radicalisation in the diaspora, and it relieves pressure on the normal criminal justice system to do its job. Punjab's law enforcement challenges are real but addressable through strengthened intelligence, better police-community relations, and improved border surveillance — not by suspending legal protections for the entire civilian population.
▶
Chairman
You studied English Literature. Most candidates before us have professional degrees. How does a literature background prepare you for governance?
Candidate
Literature trained me to read between the lines — to understand what people don't say as much as what they do. In governance, the most important information is often in what a field report omits, what a community's silence signals, what the tone of a petition reveals about the state of trust between citizens and the state. I also read extensively in social realist literature — Bama's Karukku, Mahasweta Devi, Ambedkar's prose. That shaped how I think about marginalisation in a way that no policy paper could. I came to the IAS wanting to use that to see what dashboards don't show.
Member 1
Tamil Nadu has resisted the three-language formula for decades. Has that resistance actually served the state?
Candidate
The original resistance in 1965 was against compulsory Hindi imposition, and I think that political concern remains constitutionally grounded — federalism includes linguistic autonomy. But the outcomes have been complex. Tamil Nadu today produces some of India's most English-proficient graduates partly because the two-language system forced a real investment in English-medium schooling. Whether that was the intended result or a side effect of the political stance is debatable. The argument I'd question now is not "should Tamil Nadu resist Hindi" but "what does Tamil Nadu's student gain most from in the current labour market" — and for employment and global mobility, the current formula has served well, even if it emerged from conflict rather than design.
Member 2
Tamil Nadu has high female workforce participation relative to other states, yet women's representation in elected bodies above the panchayat level is low. What explains that gap?
Candidate
The gap is structural, not cultural. Panchayat seats for women are mandated — so women fill them even where political families prefer otherwise. But above the reserved ward level, party ticket allocation is controlled by internal hierarchies where women remain underrepresented. The Dravidian parties have done better than the national average, but the constraint is that internal party processes are still largely patronage-driven. More reservation at higher levels would help at the margin, but the durable fix is transparent party internal election processes and campaign finance reform that doesn't price women out of contested seats.
Member 3
Most collectors from literature backgrounds tend to be perceived as "soft" administrators. How would you counter that?
Candidate
By not trying to counter it through performance. The moment I try to prove I'm "tough," I'm responding to a stereotype rather than doing the job. The collector's actual task is to get things done through people who don't report to her — which requires understanding what motivates them, where they're hesitant, and how to build a working relationship under pressure. Literature specifically trained me in those skills. If the outcomes show — schemes delivered, disputes resolved, ground-truth reports that reflect what's actually happening — the perception takes care of itself. A collector who reads Mahasweta Devi is more likely to understand what a tribal community's silence about scheme delivery actually means than one who never did.
Chairman
One book you've read recently that changed how you think about public life.
Candidate
Atul Gawande's The Checklist Manifesto. It's not about governance — it's about how high-skill, high-stakes professions like surgery prevent catastrophic failures through simple process discipline. I found it disturbing that the best hospitals in the world were missing obvious steps because skilled professionals trusted memory over system. I think about that in the context of Indian administration — where talented officers work in isolation, without institutional checklists and handover systems that would make their work durable beyond their tenure. The problem isn't capacity; it's process culture. That book changed what I want to build when I'm in the field.
▶
Chairman
Physics and the Foreign Service. What connects them?
Candidate
Physics trained me to work with incomplete information and still reach a falsifiable conclusion. Diplomacy is similar — you never have complete intelligence about another country's intentions, but you must still form a position and act. Physics also gave me something specifically useful for foreign policy: I understand nuclear technology, reactor science, and weapons design at a technical level. India's most consequential diplomatic achievements — the 123 Agreement, the NSG waiver, the MTCR entry — all required negotiators who could engage the technical arguments, not just the political ones. I want to be that officer.
Member 1
You wrote your Mains examination in Hindi. Diplomatic work is conducted overwhelmingly in English. How do you address that?
Candidate
I'd like to address the assumption first — I communicate in English daily; I chose Hindi because I express myself more precisely in it, not because I lack English. On the practical question: every IFS officer is required to achieve working proficiency in their assigned regional language — Arabic, French, Mandarin, Russian. Most of those are significantly harder than strengthening English to diplomatic standard. If I can acquire Mandarin to operational level, I can certainly develop diplomatic English. I have already been working on it, and I believe the assessment should be on the capability, not on the medium of a competitive exam I appeared in years ago.
Member 2
India-China — the LAC situation. Can the relationship normalise without resolving the boundary?
Candidate
It has happened before — the 1993 and 1996 agreements stabilised the LAC without resolving the underlying boundary, and bilateral trade grew significantly until Galwan. But Galwan changed the domestic political calculus on both sides. In China, any visible concession risks being read as weakness. In India, public opinion now constrains diplomatic options in ways it did not in 1993. Limited normalisation — restoring buffer zones, resuming border trade, engaging on climate and multilateral issues — is achievable and necessary. Full normalisation requires either boundary progress or a sustained cooling-off period. The 1988 Rajiv Gandhi framework — delink trade from the boundary question — is probably the ceiling for now, and even that ceiling requires domestic political management on both sides.
Member 3
UP has the largest Indian diaspora in the Gulf. How does that create foreign policy obligations?
Candidate
The Gulf diaspora from UP is our largest remittance source and also our most structurally vulnerable — overwhelmingly low-skilled workers in construction and domestic labour whose rights under the kafala system are fundamentally compromised. The foreign policy obligation is very concrete: ensuring bilateral labour agreements are enforced, that Indian missions in Dubai and Riyadh have genuine labour welfare capacity rather than just consular processing, and that distress cases get resolved rather than filed. The MEA's emigration division has historically been underfunded relative to the scale of the migration it manages. That is a governance failure that costs real lives, and it shows up most in my own state's communities.
Chairman
India's No First Use nuclear doctrine — should it be revised given Pakistan's tactical nuclear weapons?
Candidate
I'd argue against a public revision, but I understand why the debate exists. Pakistan's tactical weapons are specifically designed to neutralise India's conventional advantage — the logic being that India won't risk nuclear escalation in response to a limited conventional incursion. If India maintains NFU, that logic partially works. If India abandons it explicitly, Pakistan's tactical programme loses deterrent value but India's credibility against both Pakistan and China increases, while diplomatic costs with non-proliferation treaty signatories rise. My position is that the current studied ambiguity — formally maintaining NFU while signalling flexibility — is more stabilising than an explicit revision. The strategic literature is genuinely divided, and I'd rather India be the country that doesn't force the question.
▶
Chairman
Nagaland has Article 371(A) — protection for Naga customary law and practices. In 2024, more than 70 years after the Constitution, is that provision still necessary?
Candidate
Yes — and I'd argue it needs to be supplemented rather than removed. Article 371(A) was the constitutional recognition of a compact: that integration did not mean assimilation. The provision has real protective function — it has shielded communal land ownership systems, forest use rights, and village council governance from encroachment by central legislation. Its limitation is that it also protects practices internally discriminatory toward women. The right response is not to remove the protection but to build a gender rights layer within the customary law framework — which some district councils in Nagaland are already beginning to do internally. External imposition tends to generate resistance; internal reform tends to hold. The Constitution should facilitate that, not override it.
Member 1
A Framework Agreement with NSCN-IM was signed in 2015. Nine years later, no final accord. Why?
Candidate
Three unresolved issues. First, integration of Naga-inhabited areas of Manipur, Assam, and Arunachal into a broader Naga territory — neighbouring states have categorically refused, and the Centre cannot redraw state boundaries without state legislature consent under Article 3. Second, NSCN-IM's demand for a separate Naga flag and constitution, which it has not withdrawn. Third, internal division: multiple armed factions have been fighting each other longer than they have been fighting India, and a peace that satisfies the NSCN-IM may not hold if the NNPGs and other groups feel excluded. The Framework Agreement resolved the principle but left the implementation for later, and both parties have political incentives to maintain the process rather than conclude it.
Member 2
North-East connectivity has improved substantially — Bhupen Hazarika bridge, trans-Arunachal highway, rail extensions. Has it materially changed lives in Nagaland?
Candidate
Selectively. Physical connectivity is necessary but not sufficient. The Dimapur-Kohima highway has reduced travel times, which matters for hospital access and market reach for perishable crops. But Nagaland's core economic constraint is not infrastructure — it is a governance model that has generated one of the highest ratios of government employees to population in India, a private sector that cannot compete with government salaries, and a fiscal allocation system that incentivises government dependency over market development. Connectivity improves the flow; it doesn't change what is being produced or who is producing it. The gains have been concentrated in peri-urban areas far more than in the villages most in need.
Member 3 (woman member)
Naga customary law excludes women from village council membership in most areas. If you were DM of a Nagaland district and a woman was denied council membership on customary grounds, what would you do?
Candidate
The legal answer is clear — Articles 14 and 15 apply even in Article 371(A) areas, as established through Nagaland Tribes Action Committee litigation. Custom cannot override fundamental rights. But a DM who simply issues a directive will produce paperwork and no lasting change. My approach would be in two stages: first, facilitate a dialogue within the village council itself — in most councils there are younger members and active women's groups already pushing for change internally. Then make clear that government recognition and scheme funding for council decisions will require compliance with constitutional non-discrimination provisions. The goal is that the council changes its practice because it concludes it should, with the administration providing both the legal framework and the support for that internal shift.
Chairman
If you are allotted to Rajasthan cadre rather than AGMUT, how will you adapt?
Candidate
I'd treat it as the most valuable kind of education — immersion in a context I don't yet understand. Rajasthan would teach me groundwater governance, desert ecology, women's land rights in a Rajputana agricultural context, and the specific dynamics of a state with a long patron-client political history. Those are governance challenges I haven't encountered. An IAS officer who only understands the problems of the region they grew up in is a limited officer — the posting system exists precisely to prevent that. I'd go with a genuine desire to understand the new context from the ground up, not as someone who happens to be posted there while waiting for a transfer home.
▶
Chairman
You served as an Army Captain. That career commands respect, provides purpose, and offers security. Why leave it?
Candidate
The Army gave me the clearest operational training I could have asked for — leadership under uncertainty, decision-making under physical stress, managing a diverse team toward a common objective under conditions that don't forgive ambiguity. What it couldn't give me was the domain where I most wanted to apply those skills: civilian governance. I saw how the absence of capable district administration created the conditions for the security problems my unit was eventually called to address. I wanted to work at that earlier stage — before the situation reaches the army's doorstep. The transition wasn't about leaving something; it was about following a logic about where I could be most useful.
Member 1
Civil-military relations in India — the bureaucracy has historically controlled defence resource allocation and force structure. Is that arrangement appropriate?
Candidate
Constitutional civilian control over the military is non-negotiable and correct. But civilian control does not require generalist IAS officers with no defence experience managing procurement, force structure, and service conditions from within the MoD. That was the specific dysfunction India had for decades. The creation of the CDS and the Department of Military Affairs — giving the military a direct line to the Cabinet — was a structural improvement. The next step is joint civil-military staffing in the MoD, not just better coordination at the apex. The goal is integration of expertise within a civilian accountability framework, not reduction of civilian oversight.
Member 2 (woman member)
Haryana's sex ratio at birth has improved from 861 in 2012 to around 916 in 2024. Is that success or is it still a crisis?
Candidate
Both — and holding both is important. The improvement is real and deserves acknowledgment: it is attributable to a combination of PCPNDT enforcement, greater female education, and the slowly rising economic value of daughters. But 916 is still below the national average of 929 and far below the biologically normal 950. The deeper problem is that the underlying preference hasn't changed as fast as the behaviour — daughters with property rights and daughters who earn are not eliminated before birth at the same rate as daughters in communities where they are purely a cost centre. Progress driven only by enforcement can reverse when enforcement slackens. The durable fix is legal and economic, not administrative.
Member 3
You led a platoon of soldiers. How is leading a government team different?
Candidate
Two fundamental differences. In the Army, the mission is unambiguous and authority is clear — everyone knows what success looks like and who decides. In a district office, you are coordinating officers from different departments with different reporting lines, different political exposures, and no common mission statement. The collector has moral authority but limited formal authority over most of the people whose cooperation she needs. The second difference is that military discipline produces compliance; government administration requires motivation. An officer who is not motivated will technically comply without actually delivering — and you won't know until the beneficiary survey comes back. That is a harder leadership problem, honestly.
Member 4
India's defence procurement has been plagued by delays and overruns for decades. What is the single most important structural fix?
Candidate
Single-point accountability at each stage of the procurement cycle. The current system distributes responsibility across the services headquarters, MoD, DRDO, DPSUs, and the DAC — so every delay has an explanation, and no individual is accountable for the aggregate cost of the delay. The Defence Acquisition Procedure reforms have improved transparency without improving accountability. I'd add professional programme managers embedded in each major acquisition — people assessed on timeline and cost outcomes, not just process compliance. India's private defence sector already applies this standard internally. The gap is extending that accountability culture to the government side of the procurement interface.
▶
Chairman
Your application shows distance education from Class 11 onwards, except your B.Ed. That is an unusual path. Tell us about it — not the CV version. The actual story.
Candidate
After Class 10, my family relocated to a smaller village where there was no senior secondary school for girls. The nearest one was 18 kilometres away on a state highway, and my parents — who had studied only till Class 5 themselves — were not comfortable with daily travel on public buses. Distance education through RBSE was the only option that let me continue. I won't present it as a clean story of perseverance — it was isolating, and there were years when I genuinely doubted whether the effort would lead anywhere. What kept me going was one teacher from Class 9 who told me that someone who could learn without a classroom would be more prepared for actual life than someone who needed one. I held on to that. The B.Ed I completed in regular mode because teacher training requires real practice — you cannot learn to teach children from a distance.
Member 1
You are a History teacher. What is the most serious problem in Rajasthan's school education — not from a policy paper, but from what you see in your own classroom?
Candidate
Foundational learning loss that compounds year after year with no correction mechanism. I have students in Class 9 who cannot read a paragraph fluently in Hindi. They have passed every year because the examination system rewards attendance and copying, not comprehension. As a teacher I face a specific choice: slow down to address the foundational gap and cover less syllabus, or cover the syllabus and fail these students in practice even while passing them on paper. The National Curriculum Framework 2023 acknowledges this. The ASER report has been documenting it for 15 years. The implementation gap is that remedial instruction requires additional time, smaller groups, and materials that the current schedule and staffing levels don't provide for. Every teacher knows this; the system is not designed to fix it.
Member 2
Rajasthan has improved female enrolment at the primary level significantly, but girl dropout at Class 9 and 10 remains high despite multiple schemes. In your experience, what is the primary cause?
Candidate
Early marriage pressure and household labour demand. When a girl reaches 14 or 15, the family begins to weigh the cost of keeping her in school against the social pressure to begin looking for a match. A girl who has passed Class 10 is considered adequately educated for marriage in many communities. The schemes — Gargi Puraskar, bicycle distribution, conditional cash transfers — have helped genuinely at the primary level. But they address supply-side barriers. The demand-side constraint is the family's belief about whether continued education changes the girl's life trajectory. In communities where educated girls still marry at 18 and leave for their in-laws' homes, that belief is slow to shift. The fastest lever I have seen in my own school is when a former student returns and speaks to younger girls about what her education made possible — peer testimony moves minds faster than government communication.
Member 3
You teach History. Tell us about a period of Rajasthan's history that deserves more attention in the national curriculum than it currently receives.
Candidate
The praja mandal movements of the 1930s and 1940s — the popular democratic movements inside the princely states of Rajputana, demanding representative governance from their own rulers before and alongside independence and merger. These movements in Bikaner, Jodhpur, and Jaipur were contemporaneous with the Congress struggle but separate, and they involved ordinary citizens demanding rights from their own rulers, not from the British. They deserve more attention because they complicate a simplistic account of independence as purely an anti-colonial struggle, and they demonstrate that democratic consciousness in Rajasthan was not bestowed by the Constitution — it was already present and already being fought for. When I teach this to my students, they are invariably surprised that their own region has this history. That surprise is itself the curriculum failure.
Member 4 (woman member)
Your own education was shaped by constraints most people in this room have not experienced. In policymaking, is that an advantage or does it create blind spots?
Candidate
Honestly, both — and I think being clear-eyed about both matters. The advantage is that I cannot write off distance education or non-standard pathways as second-rate. When I read a policy paper that treats regular schooling as the only valid route to qualification, I notice the assumption in a way that someone who only attended regular institutions might not. The blind spot is that I may overweight my own experience as representative of Rajasthan's rural women. My constraints were real but not the worst constraints — a girl from a Scheduled Tribe community in a forest block of southern Rajasthan faces a fundamentally different set of barriers than I did. I try to compensate by listening before I conclude — which is a habit I've had to consciously build, not one that comes automatically from having faced difficulty.
Chairman
If you were posted as District Education Officer in a rural district of Rajasthan, what is the first change you would make?
Candidate
Unannounced school visits — not by me initially, but by a team of block-level supervisors with a standardised observation checklist. The core problem in Rajasthan's school oversight system is that supervisory visits are announced, which means they measure a school's preparation for the visit, not the school's actual functioning. Before changing any curriculum, infrastructure, or incentive, I need to know what is actually happening in a classroom on a random Tuesday. Which teachers are present, which students are engaged, which schools have the textbooks they are supposed to have. That honest data is the prerequisite for every other intervention. Without it, every programme is shooting in the dark. I have been a teacher long enough to know that the distance between the government's version of what is happening in schools and what is actually happening is very large, and that distance is where all the good intentions go to die.
- Successful candidates acknowledge the board's implicit concern before stating their own view — it signals listening, not just responding.
- Specific examples (a district, a year, an actual scheme name) consistently outperform vague generalities.
- When asked "what would you do", they give a process, not just a policy — boards know candidates don't have executive power yet.
- No one in a successful transcript says "I completely agree" or "I completely disagree." Nuance is the mark of seniority.
- Follow-up questions are a positive signal — when a board member drills deeper, they are engaged, not attacking. Treat them as an invitation to go further, not a reason to retreat.
- The closing question ("anything you want to add?") is not a formality. Have one genuine, prepared thought ready — something that didn't come up but that you want them to know about you.
BharatNotes