$ whoami

Systems, notes, and useful AI experiments.

I'm a lead engineer focused on monetization, recommendations, LLM gateways, and coaching apps that move from prototype to production.

Project shortlist

Open tabs worth keeping.

All work

Currently

Production backend by day, AI product lab by night.

Work

Lead SDE at Housing.com / REA India on monetization and lead-generation systems.

AI

TokenOps for LLM routing, governance, budgets, and audit visibility.

Training

RepWise and Zone2Coach for real-time coaching loops.

Operating notes

What I care about

Clear system boundaries, measurable product impact, fewer clever abstractions, and tools that people actually return to after the demo ends.

The personal-site references pushed this page away from a generic portfolio and toward a living shelf: visual proof, status, work history, and rough edges intact.

Field log

Build notes, experiments, and things I keep learning.

Browse the learning log, the GitHub profile, or the full work shelf.