Ronit Raj

Full-Stack AI & ML Engineer

India

Summary

I build because I enjoy solving hard problems. What started with a static HTML website in 2019 has grown into production AI systems — PM-JAY claim adjudication, ClauseMark regulatory evidence, InferenceGym for LLM serving, and PARAM on-chain credentials. Along the way, I've earned 9 hackathon podiums ($5,000+ in prizes), co-founded a startup, and maintain GitMesh, an LFDT AI-agent governance project at 140+ stars. Today, I focus on full-stack AI and AI infrastructure, turning prototypes into systems people can rely on.

Experience

Core Maintainer · GitMesh

July 2025 - Present

Remote

Core Maintainer of GitMesh — a Linux Foundation multi-agent orchestration runtime with OPA policy-as-code and MCP governance. Grew adoption to 140+ GitHub stars.

  • Championed a Linux Foundation multi-agent orchestration runtime, growing adoption to 140+ stars by collaborating on an OPA policy-as-code layer to strictly govern autonomous AI tools via MCP
  • Led the Phase Two architecture pivot to an LF-aligned TypeScript monorepo, scaling the project to 20 active contributors and achieving OpenSSF certification, by optimizing an ACP (JSON-RPC 2.0) orchestrator and a Postgres audit log

Software Engineer Intern · C3iHub, IIT Kanpur

May 2025 - August 2025

Remote

Directed PARAM — a production blockchain academic-credential platform with a live pilot across 6 departments and 6 degree programs at ABV-IIITM Gwalior.

  • Live pilot across 6 departments and 6 degree programs — Next.js 16 + Express 5 monorepo with Privy auth and 5-role RBAC
  • Scalable credential issuance pipeline validated by 100+ automated tests — Redis-backed BullMQ workers for async NFT mints and a 37-model Postgres schema
  • ERC-721 credentials on Base Sepolia with SHA-256 anchoring; public verification with share links, QR, and hash/tokenId API

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.

Founding Engineer · Garudex Labs

Nov 2024 - June 2025

On Site

Founding Engineer at Garudex Labs — real-time traffic edge system (patent + AICTE IDE 2025 Best Startup Pitch) and 15-agent AI SaaS backend.

  • Pioneered a real-time traffic edge system, yielding a co-authored patent and presenting the Best Startup Pitch at AICTE IDE 2025
  • Designed a fault-tolerant backend for a 15-agent AI SaaS, ensuring resilience by analyzing external API latency and introducing exponential-backoff retries to mitigate cascading failures

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 Evidence Verification for Ayushman Bharat

Gemma 3 12B, PyMuPDF, OpenCV, Pillow, pyzbar, Pydantic, json-repair, pandas, Python

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 Model (SHAKTI-2B) for Military Intelligence

mPLUG-Owl3, MS-SWIFT, RAG, FastAPI, Redis, PyTorch

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, GCP, 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 and Management, 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

  • Top 3 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

  • Winner - 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

  • Patent (Pending) - A Multi-Modal Surveillance System

    2025

    Indian Patent Application No. 202521020743 · Filed Mar 2025 · Co-Author

  • 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