What I work on
Five domains, one throughline: building things that grow.
A decade of work clustered by the problems I solve best - each backed by shipped products
and measurable outcomes, not job titles.
01
Growth & Go-to-Market
Taking products and communities from zero to scale - acquisition to retention, developer
ecosystems to enterprise deals.
- Pinch - Onboarded 200+ communities / 50,000+ users, grown entirely organically via content, referral & outbound loops
- Flipkart - Launched Plus loyalty 0→1: 12M members in 3 months
- Pinch - Won enterprise clients in the USA, Germany & India as a new revenue line - positioning to delivery
02
Marketplace & E-commerce
Platforms, storefronts and the operational plumbing that lets thousands of merchants and
buyers transact.
- Zalando - Customer Experience Model (CXM v1) ranking by quality, sales & logistics: +2% conversion, +6 NPS
- Zalando - Order-management platform (API + UI, GDPR-ready) now handling 25% of all orders
- Hashtag You - Shopify D2C infrastructure across 3 brands / 4 EU markets: +22% across key funnels
03
AI & ML Products
Deploying AI as a growth and operating lever - from ranking models to agentic workflows in
production.
- Pinch - Founded an AI-first consumer platform: personalised onboarding, predictive lifecycle signals, agentic workflows
- Flipkart - ML CTR/CVR models for ads & merchandising: +18% engagement, +5% conversion
- IIT Ropar - Published IEEE research on ML-based medical image retrieval
04
Advertising & Monetization
Turning attention into measurable, monetisable supply - ads products, attribution and seller
growth.
- Flipkart - Onboarded 30k new sellers at 80% retention; lifted Product Listing Ads conversion +25%
- Flipkart - Brand-engagement measurement across segments - unlocked a $15M/month advertiser opportunity
- Flipkart - Built a multi-touch, cross-device attribution platform rewarding the content that drives conversions
05
Data & Measurement
Hands-on with data - defining the metrics, building the reporting, and making decisions
from dashboards myself.
- Flipkart - Launched a self-serve Report Builder at audience-segment granularity: +15 pts advertiser NPS
- Hashtag You - Defined performance & conversion metrics; built SQL-driven dashboards and tracking across brands & markets
- Flipkart - Data infrastructure enabling experimentation / A-B testing at scale
Want the detail?
There's a story behind every metric - the how and the why.
I'm always happy to walk through any of it.