Case Studies
Deep dives into the work, not just the outcomes.
Each study walks through the real problem, the design decisions, the engineering challenges, and the measurable result. The AI work shows what I build today; the modernization shows the full-stack depth behind it.
Microsoft Xbox · Tech Mahindra
AI-Powered Developer Onboarding (MCP Server)
A set of AI tools in VS Code's Copilot chat that sets up a new developer's whole environment, and runs the project day to day, from two simple messages.
2 wks → 30 min
Onboarding time
30 min → 4 min
Daily start-up
Microsoft Xbox · Tech Mahindra · CodeRush 2026 Finalist
IncidentIQ: AI Agent for Incident Response
An AI agent that takes a live system alert and turns it into a ready-to-review fix, with a person approving every change.
<10 min
Alert to draft fix (proof of concept)
95%
Routing accuracy (proof of concept)
Microsoft Xbox · Tech Mahindra
ShieldAI: AI-Assisted Pre-Release Safety Check
A safety check in the release pipeline that catches broken releases in about 30 seconds: strict checks block, AI advises, people decide.
30 sec
Check runtime
None
Added release wait
Microsoft Xbox · Tech Mahindra
Legacy UI Rebuild (Angular to React)
Rebuilt an old Angular 1.x admin tool (20+ pages) in modern React and TypeScript, with reusable patterns the team adopted and no backend changes.
20+
Admin pages
Zero
Backend changes