👋 About Me

{
  "name": "Muskaan Timbadiya",
  "day_job": "Senior Quality Engineer @ Cognizant",
  "night_job": "Building AI tools with cultural relevance for India",
  "based_in": "Kolkata, India",
  "years_experience": 5,
  "philosophy": "Quality is not an act, it is a habit. — Aristotle",
  "currently_exploring": ["Agentic AI", "Multi-agent orchestration", "MCP servers"]
}

By day, I design test strategy and automation frameworks that keep retail-scale software honest. By night — and at every hackathon I can find — I build GenAI products named in Hindi and Sanskrit, made for people who don't always see themselves reflected in AI products: exam-stressed students, home cooks, first-time voters, and soon, a stadium full of football fans.

🛠️ Tech Stack

Automation & Testing

AI / GenAI Stack

Languages, CI/CD & Tools

🎯 GenAI Builds — Hackathons & Weekend Projects

⚽ CrowdIQ FIFA World Cup 2026™ Stadium Traffic & Fan Guidance AI Platform, a full-stack Event Transport & Crowd Logistics Command Center built with React, Three.js (WebGL), Vite, Express, Tailwind CSS, and the native Google GenAI SDK powered by Gemini 3.5 Flash. Live demo → · React · Three.js · Express · Gemini 3.5 Flash · in active development	🧘 MindMitra AI mental-wellness companion for NEET, JEE, GATE & UPSC students. Five specialist agents, a StudentContextMCP server, mood tracking, an Agent Activity Feed, and a Vent Wall — built on Google ADK for a Kaggle AI Agents Hackathon. Live demo → · JavaScript · FastAPI · Gemini 2.5 Flash
🗳️ BallotBuddy Multilingual AI civic assistant helping Indian citizens navigate the 2026 election process — Hindi, Bengali, Tamil, Telugu & English, deployed on Cloud Run. Live demo → · Node.js · Express · Gemini	🤖 Crypto Agent MCP-style agent + tool architecture serving live CoinGecko price data, containerized and deployed to the cloud. Python · FastAPI · Docker

🧪 QA Engineering — Frameworks & Playbooks

🚀 Playwright API Automation Framework Production-ready API testing framework — modular structure, env-based config, full CRUD coverage, CI/CD reporting. JavaScript · Playwright · GitHub Actions	🎫 Booking Flow Automation Suite End-to-end UI automation for booking & refund journeys with dynamic data, isolated runs, and auto-captured failure artifacts. JavaScript · Playwright · Node.js
📚 QA Test Strategy Playbook Risk-based testing models, release readiness checklists, metrics tracking, and governance templates for Agile teams.	🩹 Self-Healing Playwright Suite A custom MCP server that automatically repairs broken Playwright locators inside a CI healing loop, using real Chromium DOM snapshots and semantic locator strategy. (work in progress — not yet public)

🏆 Professional Impact

Achievement	Impact
🧪 Regression testing strategy	Identified 200+ critical issues, +25% user satisfaction
⚡ Selenium → Playwright migration	Reduced testing duration by 30%
🎯 UI automation suite	Consistent 80–90% pass rate
📦 Test optimisation	Streamlined 900+ cases → 350 focused tests
🔒 Defect management	Achieved 99.9% uptime

📊 GitHub Stats

_{Generated once a day by update-stats.yml using github-readme-stats-action and github-readme-streak-stats — both run inside this repo's own GitHub Action and commit static SVGs, so there's no live third-party endpoint to go down.}

🐍 Contribution Snake

_{Animated from real contribution history via snake.yml.}

🚧 Currently Building

• ⚽ CrowdIQ — FIFA World Cup 2026™ Stadium Traffic & Fan Guidance AI Platform
• 🧘 Expanding MindMitra's multi-agent architecture post-Kaggle submission
• 🏛️ Managing accounts as Building Treasurer — with a proper web ledger and Excel exports
• 🌱 Deepening agentic AI patterns: MCP servers, multi-agent routing, tool-use design
• 🎤 Showing up at Kolkata's builder community — PromptWars, hackathons, demo days

🤝 Let's Connect

I'm always up for a conversation about test automation, GenAI for underserved use cases, or the next hackathon idea.