Ronit Raj

Full-Stack AI & ML Engineer

India

Summary

I build because I can't not - give me a hard problem and a weekend and I'll have something running. That took me from a static HTML site in 2019 to fine-tuning LLMs on AMD MI300X and shipping production AI that holds up under real traffic and messy data. Along the way: 9 hackathon wins, two startups, and GitMesh - an LFDT AI-agent governance project I maintain. Now focused on full-stack AI and AI-infra - turning demos into systems people depend on.

Experience

Maintainer · GitMesh

November 2024 - Present

Remote

Maintainer of GitMesh - an AI-agent governance platform selected into the Linux Foundation Decentralized Trust (LFDT). Grew it to 130+ GitHub stars.

  • Multi-agent orchestration on a governed MCP platform for OSS projects
  • Selected into Linux Foundation Decentralized Trust
  • Policy-as-code for AI agents: GitHub/GitLab sync, audit logging, maintainer-controlled approvals
  • Reached 130+ GitHub stars, improving collaboration, governance, and automation for OSS teams

Software Engineer Intern · C3iHub, IIT Kanpur

May 2025 - August 2025

Remote

Built and shipped PARAM - a blockchain academic-credential platform for ABV-IIITM Gwalior, live at production-pilot scale.

  • Monorepo: Next.js 16 + React 19 frontend (Privy, shadcn); Express 5 API; isolated BullMQ worker for CSV, mint, email, and cron on AWS EC2 eu-north-1
  • End-to-end workflows - faculty grades → academic review → admin approve → mint on Base Sepolia; degree proposals with credit/backlog eligibility checks
  • 30+ Prisma models; modules for students, curriculum, results, approvals, degrees, credentials, issuance, verification, audit; Zod-validated APIs
  • ERC-721 credentials (SemesterNFT, DegreeNFT, CertificateNFT) + SHA-256 anchoring; public /verify with share links, QR, and hash/tokenId API
  • CI matrix: Vitest integration + supertest, Foundry contracts, Playwright e2e; live pilot at param-iiitm.vercel.app (Vercel arn1 + Supabase Postgres)

Full-Stack Developer · Ionia

December 2024 - June 2025

Remote

End-to-end Online Testing Infrastructure with pilot 50+ active users

  • Built complete platform for exam preparation.
  • Ran pilot with 50+ students.
  • Developed Complete Admin Panel with Complete Test, Questions and User Management.

Co-Founder & Lead Developer · Zentoro AI

November 2024 - March 2025

On Site

Co-founded Zentoro AI - an autonomous multi-agent engine that plans, builds, and launches projects end-to-end. 700+ visitors from 44 countries in early validation.

  • Developed autonomous AI agent system for end-to-end project execution across campaigns, apps, and financial models
  • Achieved strong early validation with 700+ visitors from 44 countries and endorsement from 50+ YC alumni
  • Learned critical lesson on speed-to-market: launching fast over perfect iteration

Co-Founder & Lead Developer · Garudex Labs

November 2024 - March 2025

On Site

Co-founded Garudex Labs - built an AI product for the government sector and won the Government of India's national IDE'25 entrepreneurship award.

  • Worked on end-to-end product development for TRAFFIC - AI solution addressing government sector needs
  • Navigated 3+ year government validation cycles and procurement challenges
  • Gained critical insights on market selection and startup sustainability in regulated sectors

Selected Projects

GitMesh · Policy-as-Code Engine for Open-Source AI Agent Orchestration

TypeScript, Node.js, OPA / Rego, MCP, ACP (JSON-RPC 2.0), PostgreSQL, Drizzle, pnpm, Docker, GitHub/GitLab API

PM-JAY Claim Adjudication · Automated STG Compliance for Ayushman Bharat

Gemma 3 12B, PyMuPDF, OpenCV, pyzbar, Pydantic, Python, STG Rules Engine

ClauseMark · Verified Regulatory Evidence Engine - UN Digital Trade (RDTII)

Python, LangGraph, FastAPI, Qdrant, BGE-M3, Docling, PyMuPDF, RAGAS, Pydantic, Streamlit, Postgres, Docker

PARAM · Blockchain-Based Academic Credential Verification for ABV-IIITM Gwalior

Next.js 16, React 19, TypeScript, Tailwind, shadcn/ui, SWR, Express 5, Prisma, PostgreSQL, Redis, BullMQ, ethers.js, Solidity, Foundry, Privy, Puppeteer, Base Sepolia

SHAKTI · Vision-Language RAG System for Military Intelligence

PyTorch, RAG, OCR, FastAPI, Transformers, LangChain

InferenceGym · OpenEnv RL Environment for LLM Inference Serving

Python, PyTorch, PPO, OpenEnv, FastAPI, Docker, Hugging Face Spaces, OpenAI

Skills

AI/ML/DL
PyTorch, Transformers, RAG, Reinforcement Learning, GRPO, PPO, LoRA, PEFT, Unsloth, TRL, Bitsandbytes, LangChain, LangGraph, Graph Neural Networks, Recommender Systems
Python Libs
NumPy, Pandas, Pydantic, FastAPI, Flask, OpenCV, BeautifulSoup, Selenium
Web
Next.js, React.js, Node.js, Express, GraphQL, WebSocket, React Native, Tailwind
Cloud
AWS, Vercel, Cloudflare
Databases
PostgreSQL, MongoDB, Redis, Supabase, Prisma, Drizzle, Neo4j, SQLite, Pinecone, FAISS, Qdrant, ChromaDB
Languages
Python, TypeScript, JavaScript, SQL, C/C++, HTML, CSS

Education

Indian Institute of Information Technology Gwalior

2023 - 2027

B.Tech in Mathematics and Scientific Computing

CGPA: 8.35

Awards & Achievements

  • Speaker - Open Source Summit India 2026

    2026

    Linux Foundation · Mumbai · 40-Minute Session

  • Runner-Up - AB PM-JAY Healthcare Hackathon

    2026

    NHA × IISc Bangalore · Clinical Document Classification & STG Compliance

  • 4th Place - Monad Blitz New Delhi

    2026

    Consumer AI Agent Track

  • LNMHacks 8.0

    2026

    Blockchain Monad Hackathon

  • 2nd Place - Trillion Dollar GenAI Hackathon

    2025

    IIT Bhubaneswar

  • HackHazards '25 Winner

    2025

    Blockchain Hackathon

  • Best Startup Pitch - AICTE IDE 2025

    2025

    Garudex Labs · MoE Innovation Cell · ABV-IIITM Gwalior

  • Winner - CrftHQ Hackathon

    2025

    iONIA · Anti-Incubator Accelerator

  • Smart India Hackathon Winner

    2024

    PS1604 RAG-MLLM

  • Special Mention - AMD AI RL Hackathon

    2026

    IIT Delhi · Track 2: Deep RL for Minesweeper

  • OSS Maintainer - GitMesh

    2025

    Linux Foundation Decentralized Trust · Agent Governance

  • ANRF AISEHack Phase 2 - Team Vega

    2026

    Pollution Forecasting (IIT Delhi) · Finalists at IIIT Hyderabad

  • Shortlisted - CSIC 1.0 Stage III (DSCI)

    2026

    Privacy-Preserving KYC · Cryptography Track · Top 50 Nationwide

  • META HUGGING FACE RL Hackathon Finalist

    2026

    OpenEnv · Quantum Error Correction

  • PARAM Production Pilot - ABV-IIITM Gwalior

    2025

    C3iHub, IIT Kanpur · Blockchain Academic Credentials

  • UN Global Hackathon - Digital Trade Regulatory Analysis

    2026

    Regulatory Intelligence Engine (RIE) · RDTII Pillars 6 & 7