Question 1

Who is Kunj Shah?

Accepted Answer

Kunj Shah is an AI engineer in Ahmedabad, India, building production AI systems — LLM apps, autonomous agents, RAG pipelines, edge computer vision, and full-stack AI. 12+ shipped projects, 44+ merged OSS PRs (OWASP, Microsoft, Ollama), 4 hackathon finals.

Question 2

What does Kunj Shah build?

Accepted Answer

Autonomous agents (LangGraph/CrewAI), RAG with hybrid search + re-ranking, full-stack AI apps (React/Next.js + FastAPI), edge CV (YOLOv8/TensorRT on Jetson, sub-100ms), and MLOps. See https://kunjshah.vercel.app/projects and https://kunjshah.vercel.app/services.md

Question 3

Is Kunj Shah available for hire?

Accepted Answer

Yes — freelance (from $500 fixed-scope MVP, $25/hr, $600-1500/mo retainer) and full-time AI/ML roles. Email kunjkshah05@gmail.com or see https://kunjshah.vercel.app/pricing.md and https://kunjshah.vercel.app/contact

Building GPT-2 from First Principles: Tokenization to Autoregressive Generation