AI/ML Engineer · Kottayam, Kerala
B.Tech CSE graduate (2026) shipping retrieval-augmented, computer-vision, and agentic applications end-to-end — from model choice to production deployment on real infrastructure constraints.
What I actually ship
Each project was built and deployed on real infrastructure — not just notebooks — and each taught me a different lesson about the gap between a model working and a system working.
01 / RAG
Hybrid BM25 + dense retrieval over live job postings, served through Groq's Llama 3.3-70B, with a retrieval evaluation harness that surfaced a real memory/accuracy tradeoff on free-tier infrastructure.
Read more →02 / Vision
Real-time sign language recognition over WebSockets, under 100ms UI latency, with a CNN + MediaPipe pipeline running on a free-tier Render backend.
Read more →03 / Hackathon
An AI productivity companion built in a hackathon sprint, with a Groq-primary / OpenRouter-fallback LLM setup for resilience under rate limits.
Read more →CERTIFIED
Microsoft Certified, via Infosys Foundation Finishing School.
DEPLOYED
Vercel + Render, real users, real free-tier constraints.
EDUCATION
Lourdes Matha College of Science and Technology.
OPEN TO
Available now — see the contact page.