Big News
A playful announcement experience with a mini-game, confetti moment, and reaction capture.
Turns a personal message into a participatory reveal.
ConsumerInteractionExperiment
Open projectProduct • Data • AI Systems
Building decision systems for retail, AI, and operations.
Turning data into decisions
I build products that turn analytics, workflows, and AI into real operating decisions.
Now
Currently building products across retail decisioning, AI workflow systems, and product experiments at the edge of utility and delight.
Selected Work
Proof, framed as systems.
A mix of enterprise platforms and product experiments built around adoption, workflow fit, and decision quality.
Don't Guess
A Shopify app for SMB retailers to buy new products in just the right quantity.
Turns catalog data into a defensible first buy plan for new product launches.
CommerceRetailDecisioning
Open project
WeTinkerTech
A lightweight language flashcard tool with pinyin, meaning, and pronunciation support.
Keeps learning loops fast, direct, and low-friction.
LearningUtilityAudio
Open projectRetail Brain
A decision layer for pricing, inventory, and planning workflows across retail operations.
Connects analytics to daily operating choices instead of dashboard review.
RetailAIOperations
Enterprise Agent Builder Platform
A platform concept for building and governing enterprise agents with security and observability.
Frames autonomy around permissions, traceability, and operational control.
AgentsGovernancePlatform
Operating Principles
Systems over spectacle.
- 01Products that survive contact with reality
Build for operational messiness, not idealized demos.
- 02Analytics that shape daily operations
Insight matters only when it changes the next decision.
- 03AI that fits workflows, not decks
Adoption comes from workflow fit, not presentation hype.
- 04Systems over demos
Durable products win over impressive prototypes.
- 05Clarity over complexity
Strong products reduce decision friction.
About
I build AI products that earn trust, then earn ROI.
I lead product at Impact Analytics, building inventory, pricing, and planning tools for global retailers and brands.
My work turns analytics into daily decisions, grounded in real workflows. Previously, I led analytics programs at IDFC FIRST Bank, Mahindra Finance, Mahindra and Mahindra, and Bharat Petroleum.
Impact Analytics
Product leadership for retail AI
Building inventory, pricing, and planning products for global retailers and brands.Financial services
Analytics programs at scale
Led analytics initiatives across wholesale lending, risk, and operating efficiency.Industrial operations