I turn unclear problems into products people actually use, inside companies and on my own. Hands-on Senior PM and ex-founder.
Zalando wanted to double the articles on the platform, but the CMS was a 10-year-old desktop app used by 300 photographers, retouchers, and copywriters producing content for 45M daily active users. It was buggy and slow, new features took weeks, and people had built workarounds for basic tasks. It could never scale to 2x.
Across user studies, session data, and return reports, 3-5% of returns said the "product looked different from the images." Users zoomed on photos repeatedly, then dropped off without adding to cart, especially in footwear and premium apparel. The root cause wasn't the photography, it was delivery: standard-resolution JPEGs that looked soft on modern retina and 4K screens. Simply raising resolution would slow the pages down.
Activation was 16%, well below the 40% benchmark. A funnel audit showed a 60% drop-off between creating a task and inviting a teammate. The invite was buried in a menu, so users never felt the collaborative value and most churned as solo users.
Paytm had 100M+ users, but almost all usage was online. The next growth lever was offline payments, and nothing existed for it: no merchant POS integration, no consumer habit of paying by phone at a counter, and a real trust barrier on both sides. We needed proof before committing to a nationwide rollout.
Seed-stage founders across gaming, edtech, and marketplace were building on assumptions, not evidence. No structured discovery, no validation framework, and a high risk of burning runway on the wrong product.
I'm Aniket, an ex-founder and Senior PM with 10+ years in tech. I've shipped 8+ products from scratch, 4 of them AI-powered, reaching 45M+ users across eCommerce, fintech, and B2B SaaS.
I'm a hands-on builder. I prototype and ship AI products end-to-end, not just write specs and hand them off. I care about the outcome, not the artifact.
Based in Berlin with full EU work authorization. Available now.