resume
Kairav Singh
GenAI Engineer · Gharuan, Punjab, IN · kairav7220@gmail.com
I build agents that verify their own work.
education
B.E. CSE — Chandigarh University, Gharuan, Mohali
3rd semester · 2nd year
flagship
Plugmere — one gateway where ai agents borrow every saas tool
open-source · apache-2.0
- ›1,447 tools across 10 providers behind one MCP endpoint
- ›Dual auth: API keys + OAuth (DCR + PKCE) for ChatGPT/Claude.ai connectors
- ›Per-user connections, 5,000 calls/day quotas, circuit breakers, billing-ready metering
- ›Four live surfaces: dashboard, status, docs, marketing — plus 86 pytest tests in CI
selected projects
Flask · LangGraph · MySQL
Referential integrity enforced by FKs — the DB rejects orphaned writes
Streamlit · LangChain · Gemini
Read-only guard: every query validated as SELECT/WITH before execution
LangGraph · ChromaDB · Mistral
Thresholds, not vibes: score the retrieval, then route CORRECT / INCORRECT / AMBIGUOUS
LangGraph · Mistral · Tavily
Fan-out section writers merged by a revision node — parallelism with an editor
LangGraph · Gemini · Mistral
Draft → critique → re-research loop with a hard revision cap
+ 5 more systems — full index
client work
MSM Enterprises & Handicrafts — commerce platform
live
Catalog across four material series and eleven collections · Customer accounts with order tracking and an inquiry cart · Admin order flow with WhatsApp as the primary close channel · Supabase backend — auth, storage, row-level data
skills
LangGraph · FastMCP · FastAPI · LangChain · Corrective RAG · pgvector · ChromaDB · RAGAS · SHAP · PostgreSQL · TiDB Cloud · Redis · Supabase · Nango · React · Tailwind · Vite · Flask · Streamlit · WebAssembly · Pyodide · Whisper · EasyOCR · OAuth DCR + PKCE · SSE streaming
links
github.com/kairav7220 · devpost.com/kairav7220 · linkedin.com/in/kairav-singh · kairav7220@gmail.com
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