casesCase Studies

How I actually built it

Deep-dive write-ups covering the problem, why it was hard, architectural decisions, what failed first, and what shipped. No buzzwords — just engineering.

In Progress

YojanaKhoj — AI Government Benefits Finder

Conversational AI that matches Indian citizens to 200+ welfare schemes — hybrid rule-based + GPT-4o eligibility matching in Hindi and English

AI/LLMRAGNext.js 14Social Impact
200+
Govt Schemes
3 min
Quiz Duration
EN + HI
Languages
Deployed

NextRole — 7-Agent Job Search Copilot

Multi-agent AI system automating CV parsing, job matching, cover letter generation and interview prep

Multi-AgentFastAPILangChainNext.js
7
Autonomous Agents
85%+
Job Match Precision
90%+
Feedback Accuracy
Production

ESG Analytics Chatbot

RAG-based AI assistant for sustainability data — serving 10+ organizations with 95%+ accuracy

AI/LLMRAGMongoDBLangChain
95%+
Query Accuracy
70%
Time Saved
10+
Organizations