103 kg. Stuck.
Then I started building.
I went from overweight and drifting to racing HYROX, shipping HyCrew, and applying systems thinking to every part of my life. Father of two. Principal Architect at TripFactory. Cricket and badminton on weekends.
HYROX Mumbai 2025
First race. 1:37:23.
The transformation
From 103 kg and years of start-stop cycles to 72 kg, four races, and a discipline system that holds when life gets loud. Not motivation — engineering.
103→72
kg, 14 months
4
races
1:03
Yoddha finish
9
days to Solo
Building
HyCrew
The HYROX training app I built because nothing else tracked what matters — station splits, watch data, adaptive AI plans. Built from three races and hundreds of training hours.
Apple Watch
Track every station on your wrist
AI Plans
Adaptive training that evolves with you
Custom Sims
Design your own race simulations
Race Pacing
Split targets from your data
Writing
Latest
Work
Selected Projects
🎯 AI Orchestration Platform
Multi-Model LLM Governance & Routing
Teams were building AI features in silos with inconsistent models, costs, and governance. No centralized way to route requests, manage fallbacks, or ensure compliance across multiple LLM providers.
🏃♂️ HYROX Coach AI
Intelligent Training Platform
Athletes needed training plans that adapt in real time. Existing solutions were one-size-fits-all and couldn’t capture the unique demands of HYROX — let alone track custom simulations and workouts straight from the watch.
🚌 Vehicle Routing & Allocation
AI-Powered Multi-Modal Transport Optimization
Daily ground operations across airport ↔ hotel routes required complex routing with 45% dead kilometers, 25% service delays, and ₹2L+ daily fuel waste. Needed real-time optimization honoring time windows, vehicle constraints, and live traffic updates.