AI · Product · Growth · Bengaluru
Growth compounds when the product ships itself.
Ayush here. Growth, product, AI. Mostly because shipping's fun. PM by title, running the platform 210+ brands live on. First-principles brain.
Selected Work
Products, data, and the pipes between them.
Ops pulse in one screen. Live inventory, contribution margin, STR, per-SKU drill-downs. One place, one truth for growth and product.
Predicts reorder qty per SKU from velocity, lead time and cover. Stops stockouts without drowning the warehouse.
OTP in Slack, CSV in R2. Headless WMS pulls on a schedule. Nobody logs in anymore.
Monday 9am, every brand's numbers hit their inbox. Zero manual clicks.
Invoice day, sorted.
Slash command in Slack, row in the Sheet. Shortlisting, cataloguing, PO gen, all from one bot.
Daily sell-through, contribution margin, per-SKU drill-downs. One truth for the growth team.
Nifty history, sorted by market mood: trending, choppy, blow-off.
Off the clock
What I do when I'm not shipping.
Essays on economics
Short pieces on markets, incentives and the boring parts of Indian commerce. Published on Substack when the idea won't leave me alone.
Currently reading
Economics mostly. Markets, incentives, unit economics. Deep on Indian polity, governance and history too (UPSC prep habit that stuck). First principles by default.
Beat me at chess.
You win, I ship your next idea. You lose, you owe me two projects. Bet?
About
Product person by instinct. AI-native by discipline. Growth operator by circumstance.
Currently building for fast-fashion commerce. Off-hours: chess, long walks, and side projects nobody asked for. Coffee keeps me shipping.
Before this: independent research (co-authored a paper on the Economic Effects of Brain-Computer Interfaces), a UPSC attempt, teaching at NGOs, and a co-founded hyperlocal experiment. I write on Substack when an idea won't leave me alone.
Down to chat quick commerce, growth systems, AI that compounds, or just economics over coffee. Drop a mail.
Work together
Have a problem worth solving? I take on a few engagements each quarter.
A bit of everything. None of it mid.