AI engineer building agentic and RAG systems — and the full-stack apps around them.
🎓 Final-year Computer Engineering @ Pune Institute of Computer Technology (PICT) · Graduating 2027 🎯 Open to AI/ML, Backend and Full-Stack roles
I like taking an LLM idea from a whiteboard to something that actually runs: retrieval pipelines, multi-agent orchestration, browser automation, and the backend + UI that make them usable. Most of my work has been built and shipped under hackathon pressure — 8 hackathon finals, 2 podium finishes.
The Lenny Growth Assistant — grounded, cited Q&A over 53 episodes of Lenny's Podcast.
RAG on PostgreSQL + pgvector with deep links to the exact moment in the source video; a tool-calling agent with two swappable providers (Claude in the cloud, Ollama fully local) behind one interface; designed spec-first with a PRD and architecture docs before any code.
FastAPI · React · pgvector · Claude API · Ollama · Docker
AI Web Nav — 🥈 1st Runner-Up, ByteXL HackXLerate
LLM shopping agent: a plain-English request is parsed into structured intent by a local LLM, which also picks the right stores; Playwright then browses Amazon, Flipkart and Myntra and returns one normalised, budget-filtered ranking. Round 2: a resumable Wikipedia crawler with job tracking.
Python · Playwright · Ollama · FastAPI · SQLite
PRISM — Multi-Agent Medical Reasoning — 🥉 2nd Runner-Up, Global Digital Health Summit Hackathon
Five LangGraph agents in sequence — symptom analysis → PubMed literature → ontology case-matching → RxNorm treatments → summary — producing a downloadable clinical PDF report, with deterministic fallbacks when no LLM key is set.
LangGraph · FastAPI · React · TypeScript
AI SQL Assistant — plain English → SQL grounded in your live schema, running on a local model.
I rebuilt a team project around local Ollama inference and added schema-grounded generation, a provider abstraction, read-only mode, and a DDL → Prisma / Mermaid ER converter.
Node.js · MySQL · Ollama · React
| Project | What it does | Stack |
|---|---|---|
| ICU Sepsis Assistant | Collaborative agents sharing a message bus to flag early signs of sepsis from ICU vitals trends | Python, FastAPI, Gemini |
| ConfusionMatrix | Multi-agent "medical team" that turns symptoms into research-backed, patient-aware reports | FastAPI, React, LLM agents |
| SubsManager | Subscription → invoice → payment system with JWT auth and role-based Admin / Staff / Customer portals | Node, Express, Prisma, PostgreSQL, React |
| Result | Hackathon |
|---|---|
| 🥈 1st Runner-Up | ByteXL HackXLerate — AI Web Nav |
| 🥉 2nd Runner-Up | Global Digital Health Summit (GDHS) — PRISM |
| Top 8 / 32 finalist teams | Cavista Hackathon |
| Finalist | MumbaiHacks · Ignisia (MIT) · Odoo × SIT Coimbatore (on-site finale) |
| Finalist | INSPIRON 5.0 — COEP, organised under CSI Pune · Escape the Vinci — Chandigarh University |
AI / LLM: LangGraph, LangChain, Claude API, Gemini, Ollama, RAG, pgvector, Playwright Backend: Python, FastAPI, Node.js, Express, Prisma, PostgreSQL, MySQL, SQLite Frontend: React, TypeScript, Vite, Tailwind Other: Docker, Git, C++ (DSA)