Lighthouse
Product Leader · 0→1, Growth, Platforms & AI Products
I build products that compound.
I build products across consumer platforms, marketplaces and AI, from launching EatSure 0→1 and building reusable commerce platforms to rebuilding Foundit's discovery-to-apply engine and shipping production AI systems.
0→1
₹16Cr+
Monthly recurring revenue · EatSure
Platform
8→21%
India D2C mix as platform scaled
Growth
+131%
Organic applies · Foundit
AI Systems
352 hrs/mo
Monthly manual effort saved · Company Enrichment
Featured Work
Three case studies across 0→1 building, platform strategy and growth at scale.
I started in quality assurance, moved into product, and progressively took on broader problems — from consumer apps and discovery to 0→1 growth, platforms, marketplaces and AI products.
Building AI systems that survive real-world constraints.
A production pipeline that enriched 173,517 company records end-to-end in 70 hours — replacing 352 hours of monthly manual effort with a system that uses models for probabilistic judgment, deterministic code for validation, and humans for ambiguous cases.
Models for probabilistic judgment. Code for validation. Humans for ambiguous cases.
173,517
companies processed
99.996%
processing success
70 hrs
end-to-end runtime
352 hrs/mo
manual effort saved
Also exploring context-governed generative systems and AI-assisted 0→1 product development through the Personalized Content Writer and SpeedLens builds.
I tend to work on ambiguous product problems where growth, technology and organizational ownership intersect. My approach is to find the highest-leverage constraint, align teams around shared outcomes, and build foundations that compound rather than optimize isolated features.
Read About
Currently exploring Senior, Principal and Group Product roles.
Across consumer platforms, marketplaces, search & discovery, growth, personalisation and AI products.