Madhur Jain

I ship AI products and define how they get judged.Five years owning revenue taught me which ones matter.

From D2C to subscriptions, pricing, and AI.

I started in D2C ecommerce operations and ended up building agents. The through-line is a computer science degree I never stopped using: I can specify a system, decide how it gets evaluated, and stay with it through release.

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Coach is my hands-on product build.

A personal fitness product built solo across web, iOS, and Android, live in invite-only beta. I own the product model, the platform choices, the interaction decisions, the implementation, and the criteria the personalization is evaluated against.

Web
Next.js
iOS
SwiftUI
Android
Compose
Coach iOS app showing Health insights with 8,462 steps, 486 active kcal, 7.6 hours of sleep, resting heart rate, HRV, weight, and recent workouts
Apple Health context in the current iOS build / real capture

Capabilities, with the evidence behind them.

Each capability connects to evidence from PRISM, SplashLearn, Honasa, or Coach.

AI products and workflow automation

Turn business questions and repetitive operating work into evaluated AI workflows.

Growth, monetization, and conversion

Find leverage in customer journeys and turn it into conversion, subscribers, and revenue.

Product strategy and delivery

Move ambiguous opportunities from a decision to a launch with teams aligned around the customer and business.

Data fluency and technical collaboration

Work fluently with the systems, instrumentation, and analysis that make product decisions defensible.

See skills, tools, and evidence