Work Experience
Building scalable systems and exploring the frontiers of AI & LLMs. A chronicle of my technical evolution and contributions.
Backend Developer (AI/LLM)
CURRENTESG analysts were spending 15+ hours/week manually querying sustainability data across 10+ organizations. Built a RAG-based chatbot with LangChain and Groq LLaMA 3.3 + MongoDB vector search — reduced analysis time by 70%.
Single LLM prompt couldn't handle 10+ organizations with different ESG data schemas. Architected a multi-agent system with intent routing, now processing 1K+ queries/day with 95%+ query accuracy.
Compliance teams produced BRSR reports manually over several days. Built an automated reporting platform generating PDF/Word/XML/XBRL — saving 15+ hours/week per organization.
API response times were degrading under load. Re-architected Redis Pub/Sub + MongoDB aggregation pipelines, cutting response times by 50%.
Associate Software Developer
Built Resource Management System for 400+ employees with RBAC, leave tracking, and performance analytics
Developed social platform with AI-powered matching and WebSocket-based real-time chat, reaching 10K+ downloads in 4 months
Implemented CI/CD pipelines with GitHub Actions + Jest testing (85% coverage), reducing bugs by 40%
Integrated Agora SDK for video calls with screen sharing, supporting 50+ concurrent sessions
Web Developer Intern
Firebase auth integration (Google & Facebook login) and Node.js + MySQL API development alongside senior developers.