Growth operator building category performance engines, marketplace systems, and AI tools that actually ship. Five years. Four industries. Six tools in production.
I'm a growth operator — the kind who owns category performance, builds the commercial infrastructure behind it, and ships AI tools that actually run in production. Currently driving ecosystem strategy at Cars24 Australia — spanning marketplace GTM, product launches, and multi-vertical expansion.
Beyond the day job, I build things. Six AI tools shipped and in active use — from QC automation and fraud detection to content auditing and community intelligence. Built prompt-first, running in real workflows, used by real teams.
Five years across Auto Marketplace, Web3/Sports Tech, Fintech/Crypto, and Super-App/Mobility — this site is the proof of work.
Freelance and early-career roles spanning crypto, media, NGO, and employee experience — across New York, Chennai, Mumbai, and Bangalore.
Real problems. Real solutions. Six tools built and in active use — from marketplace operations and fraud detection to reporting automation and community intelligence.
Core competencies, channel expertise, and the full toolkit — built across four industries and five years.