upsc
When "Never Give Up" Becomes a Trap
Quitting isn't failure when it's a decision. A clear-eyed framework for knowing when to continue an exam—and when to choose another door.
Policy Lab
upsc
What Will the UPSC Prelims 2026 Cutoff Be? A Data Enthusiast's Best Guess
Coaching estimates range from 81 to 100. Twenty years of data, seven statistical models, and one defensible answer: 81.
Policy Lab
The Calendar Everything Obeys
India's industrial production, charted across fourteen years, reveals a hidden rhythm: factories, government spending, and retail discounts all obey one calendar. Understand it, and you can time your biggest purchases wisely.
llm-wiki
The LLM Wiki for Governments Working Primarily with English-Language Files
How Andrej Karpathy's idea can become an English-language knowledge infrastructure for governance Prepared as a concept note and implementation guide Governments do not suffer from a shortage of documents. They suffer from a shortage of compounding memory. Orders accumulate, circulars overlap, minutes are written and forgotten, clarifications modify
upsc
Selection Patterns and Economic Variables in the Civil Services Examination: A Probabilistic Assessment of Service Allocations and Opportunity Costs (2021–2024)
Proba ility of selection in UPSC and why you should not give too many attempts
uttarakhand-dairy
"White Gold and Hard Choices: Policy Analysis for Uttarakhand's Dairy Future"
Stories Through Data Week 7 Characters: Dr. Meera Rawat, Joint Director (Planning), and Vikram Singh Negi, Deputy Director (Field Operations), Uttarakhand Dairy Development Department Morning sunlight streamed through the conference room as Dr. Meera Rawat, Joint Director (Planning), spread twenty-two years of data across the table. Vikram Singh Negi, Deputy
data-visualization
Visualizing Correlation: A Practical Guide
How Two Dairy Officers Discovered the Power of Good Graphs The Morning Discovery The morning sun filtered through the windows of the Department of Dairy Development in Dehradun. Rajesh Kumar, a senior dairy officer with fifteen years of experience, sat hunched over his computer screen, his coffee growing cold beside
embryo-transfer
The Banyan Tree Conversation: Economics of a Better Herd
In the heart of rural India, traditional wisdom meets modern science. This story illustrates the transformative potential of advanced cattle breeding technologies—Genomics, Embryo Transfer (ET), and Sexed Semen—compared to traditional Artificial Insemination (AI). A Veterinary Doctor Convinces a Farmer in Rural India using pure Profit-and-Loss Reasoning The large
livestock-feed
Strengthening India's Livestock Sector Through Feed Optimization-A Data-Driven Perspective on Opportunities in Animal Husbandry
Feeding the Future: Optimizing India’s Livestock Sector Disclaimer This article presents a data-driven analysis based on publicly available government reports (NSSO, ICAR, Ministry publications). The views expressed are personal and do not represent official policy positions. They should not be construed as criticism of any government program or initiative.
financial-inclusion
Building Bridges: Rural India's ₹5 Lakh Crore Financial Inclusion Opportunity
From Exclusion to Opportunity: India’s ₹5 Lakh Crore Rural Finance Gap In rural India, where 70% of the nation resides, a remarkable foundation is already in place: 73% of households demonstrate sound financial behaviour, regularly saving and managing their money wisely. This strong foundation presents an unprecedented opportunity to
interest-rates
The Tale of Two Loans
Understanding Real vs. Nominal Interest Rates in India's Evolving Economy Part 1: The Celebration (April 2021) Rajesh Mehta was beaming as he stirred his chai in the office cafeteria. His colleague Priya Sharma noticed his unusually cheerful mood. "You look happy, Rajesh. Good news?" Priya asked,
family-finance
Stories through Data : Week 1 , A Families Financial Awakening.
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