Product Autopsies
Deeper writeups on problems I owned end-to-end: the reasoning, the trade-offs, and what shipped.
CaloVoice: Voice-First Calorie Tracking
Designed and built a voice-powered calorie tracker that turns natural speech into structured food logs using an LLM pipeline, reducing meal logging from ~2 minutes to under 10 seconds.
Cravia: Rate the Dish, Not the Restaurant
A dish-level food review app for India that scores individual menu items on taste, portion, and value — reframing the atomic unit of review from the restaurant to the dish to build a data moat no incumbent can easily copy.
Flipkart Cart API — Design
Triggered when the user taps the cart icon.
My Favourite Product
A product teardown deep-dive.
Problem framing
A problem framing deep-dive.
Instagram Reels – Creator Metrics Framework
Since this analysis is from the creator’s point of view, the objective is to build a healthy creator ecosystem that continuously generates engaging content. More quality content…
Guesstimate: Smartphones Sold on Amazon India in a Year
We need to estimate how many smartphones Amazon sells in India in one year.
Netflix - Business Outcome Mindmap
Miro: https://miro.com/app/board/uXjVHEF-L8k=/
Airports - Bucketing
Link: https://miro.com/app/board/uXjVHF0msdE=/
Swiggy Dineout - User Journey
A user journey deep-dive.