Agentic RAG that refuses to hallucinate
Grades its own retrievals, rewrites bad queries 3×, then admits "I don't know" instead of making things up. Traced with LangSmith, scored with RAGAS.
langgraph · langchain · fastembed · groq +AI automation engineer · agentic systems in production · full-stack, solo, end-to-end
I cover the whole board: LLM architecture → full-stack build → production deploy — one engineer, no handoffs.
At BSE-listed Prime Fresh Limited I'm the only engineer behind a live field-ops platform and data pipelines across 85+ procurement centres. Before that I secured ₹45 Cr in projects in 3.5 months — so I build software like someone who's been on the business side. Because I have.
B.Tech CS (Blockchain) · UPES '25 · Navi Mumbai · works in IST, ships everywhere.
Grades its own retrievals, rewrites bad queries 3×, then admits "I don't know" instead of making things up. Traced with LangSmith, scored with RAGAS.
langgraph · langchain · fastembed · groq +Procurement, sales analytics, farm valuation, staff reporting. JWT, RBAC, real-time Socket.io. One engineer, schema to deploy, at a BSE-listed company.
react · nestjs · typescript · mongodb +Lead qualification → property matching → personalised emails. Built twice: n8n, then CrewAI + FastAPI.
crewai · fastapi · n8n +Scores content 1–10 and routes to approval or rejection paths — real conditional orchestration.
langgraph · streamlit · gemini +Random Forest over molecular features, cross-validated with ROC-AUC. Fundamentals before the LLM wave.
python · scikit-learn +Zero templates, zero UI frameworks. Every physics ball, claw grab, confetti bit and arcade cabinet hand-rolled in vanilla JS — because a portfolio about building software should be the proof.
vanilla js · canvas · pointer events · localStorage +AI Automation & Full-Stack Engineer · shipped the field-ops platform solo · 85+ centre pipelines · n8n orchestration killed 30% of manual handoffs
Business Development & Tendering · ₹45 Cr acquired in 3.5 months · ₹3.5 Cr recovered via contract analysis
Blockchain Intern · Solidity smart contracts for Soulbound tokens & decentralized identity (DIDs)
ML Intern · YOLOv5 helmet-compliance detection, annotation → training → validation
full-time AI product roles · freelance agentic builds · navi mumbai (IST) · replies fast