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 AI decision systems for retail, supply chain, and operations.
Turning data into decisions
I build products that turn analytics, workflows, and AI into real operating decisions.
Now
Focused on enterprise context layers, agentic harness design, automation workflows, and evaluation systems that move AI from prototype to dependable operating products.
Selected Work
Products & Project portfolio
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 projectRetail MerchBench
A retail AI eval and model-routing toolkit for choosing the economically right LLM by workflow.
Frames model choice around quality, cost, latency, risk, controls, and human review.
Retail AIEvalsModel routing
Open project
WeTinkerTech
A lightweight language flashcard tool with pinyin, meaning, and pronunciation support.
Keeps learning loops fast, direct, and low-friction.
LearningUtilityAudio
Open projectContextSchema
A dependency-free Python library for checking whether retrieved context is fresh, sourced, and complete enough before agents act.
Gives agents a stop sign before stale or partial context turns into action.
AgentsRAGPython
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
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
Systems thinking from the floor
Built early foundations in forecasting, supply chain, and production operations.
