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KunjShah95/README.md

Kunj Shah

AI Engineer · Agent Systems · LLM Infrastructure

Building production AI systems — EquityLens (92.9% R², in production), ContextIQ (LLM context optimizer), Neuron OS (agent OS). Author of sentinel-cli.

Ahmedabad, India · AI Automation Intern @ Phaze AI · 4th Year CS @ Indus University (CGPA 9.00)


What I Do

LLM infrastructure, agent orchestration, and evaluation frameworks. Not chatbot demos.

Current Focus:

  • LLM context/cost optimization (ContextIQ)
  • Multi-agent workflows & MCP tooling
  • Vector database internals & RAG optimization

Tech Stack

Languages: Python, TypeScript, SQL
Frontend: React, Next.js
Backend: Node.js, FastAPI, Python
AI/ML: PyTorch, Transformers, LangChain, spaCy
Databases: Pinecone, ChromaDB, PostgreSQL, FAISS
Cloud: Docker, Kubernetes, GitHub Actions


Featured Work

ContextIQ · LLM Context Optimizer

Drop-in proxy cutting token spend without code changes. Product spec + TDD suite complete. → Repository

EquityLens · Healthcare Bias Detection ✅

Live system detecting bias in medical ML models. 92.9% R² · 80%+ accuracy. → Repository

Neuron OS · Agent Operating System

Local-first TypeScript OS for autonomous agents. RBAC, sandboxing, credential vault, cost tracking. → Repository

grokreview · AI-Powered PR Reviews

Automated pull request reviews with 5 AI providers, streaming, analytics dashboard, CLI, and GitHub Actions integration. → Repository

Building-My-Own-Vector-DB

9 ANN algorithms (HNSW, IVF, PQ, LSH) hand-rolled in Python. Full RAG pipeline, K8s configs. → Repository

job-sniper · Resume-Job Matcher

Parse resumes (NER), semantically match to jobs, surface skill gaps, ATS optimization. → Repository


Active Learning

LLM context optimization · MCP Protocol · Agent memory · LLM evaluation · Multi-agent coordination · Vector DB internals


Connect

Portfolio · LinkedIn · Email · Twitter

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