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Getting Better !!
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Getting Better !!
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gaurav10gg/README.md

I build the backend other software runs on.

Typing SVG

Gaurav G · CSE, NIT Puducherry · Puducherry, India

Second-year. Right now I'm building Hatch — paste a repo, an OpenAPI spec, or a Postman collection, and it ships a hosted MCP server.

Portfolio Hatch LinkedIn Email


Now

Hatch — founder & engineer

Turn any API into a hosted MCP server.

Paste a GitHub repo, an OpenAPI spec, or a Postman collection. Hatch extracts every endpoint, generates typed MCP tools with Claude, dry-runs them against HTTP mocks, and deploys to {slug}.mcp.hatch.dev — connect from Claude Desktop or Cursor in one paste.
Stack Express · Fastify · Next.js 15 · Zod · Supabase · Anthropic · Railway
Shape apps/api job runner + SSE · apps/runtime multi-tenant MCP host · apps/web dashboard
Org hatchmcp

🎓 Y Combinator Startup School India alum · 💼 Open to internships


Selected work

chemML Physics-identified reactor surrogate for A → B → C. Inverse-modelled the ODEs instead of regressing 150 rows.
11th-lowest RMSE nationwide, national finalist at IIT Kharagpur · CV RMSE 4.21 vs 18.44 for the best black-box model		 Python, SciPy, DE
solar-flare-detector Aditya-L1 SoLEXS + HEL1OS nowcast/forecast. Rebuilt features as trailing-only (no look-ahead).
Mean warning lead 14.5 min · false alarms 2,453/day → 129		 Python, FastAPI, sklearn
DevShowcase Project discovery with JWT, upvotes, comments. 15 REST endpoints, Prisma tuned after profiling.
150+ beta testers, zero critical post-launch bugs · Live		 Node, Express, Postgres, React
AgentX Local-first ReAct agent. Gmail, Calendar, search, alarms, delayed tasks that survive a restart.
15+ task types		 Python, FastAPI, SQLite
LinkedIn Job Matcher Resume → targeted queries → Playwright scrape → rank by actual skills, not keyword overlap. FastAPI, Playwright, NLP, Ollama
DeScroll Kills YouTube Shorts and Instagram Reels in the browser. One problem, fully. · Live JS, Chrome Extensions

Experience

Founder & engineer · Hatch · Jun 2026 — Present Three services over shared Zod contracts. Extraction pipeline with concurrent Claude calls and a schema auto-fix loop. Deploys are one atomic transaction — new version in, old one rolled back, cache busted.

Full Stack Developer Intern · Tynari (formerly Printeast) · Apr 2026 — Jun 2026 · certificate Niche Generator (50+ market opportunities) in the seller dashboard. AI Chrome extension (~40% less manual workflow). Catalogue schema for 1000+ SKUs. 15+ bugs closed.

Development Intern · Brand Labs Ventures LLP · Jan 2026 — Apr 2026 10+ production FastAPI routes, sub-200ms. Unified file handling, pipelines, and 3 third-party integrations. Ingestion from 5+ sources (~60% less manual processing).


Stack


GitHub stats GitHub streak

Elsewhere

Speaks English, Tamil, Hindi. Watches football. Still figuring a lot of this out — that's the part I like.

Pinned Loading

  1. devshowcase-backend devshowcase-backend Public

    DevShowcase is a full-stack web application where developers can post their projects, get feedback through likes and comments, and build their developer identity. Think of it as a social network sp…

    JavaScript

  2. voiceCart voiceCart Public

    A voice shopping agent for grocery ordering, built on LiveKit for the WebRTC/streaming layer and Sarvam end-to-end for STT, LLM (with tool calling), and TTS. You open the link, join the call, and j…

    TypeScript

  3. chemML chemML Public

    Building a ML model to predict Yield

    Jupyter Notebook

  4. AgentX AgentX Public

    AgentX is a local-first mobile AI agent platform: You send natural language in your app. Backend runs a ReAct-style loop (reason -> tool -> observe), It can call Gmail, Calendar, Contacts, Search, …

    Python 2

  5. solar-flare-detector solar-flare-detector Public

    Python

  6. hatchmcp/Hatch-mcp hatchmcp/Hatch-mcp Public

    TypeScript