$500+ Million Impact Through
Experimentation & AI

I specialize in developing novel data science solutions—taking concepts from 0 to 1. I rapidly prototype using emerging tech, align cross-functional teams, and productionize the solution at scale. Currently Architecting the AI Experimentation Platform @ Albertsons | $500M+ Validated Business Impact.

Explore my Applied Labs →

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✦ Signature Outcomes

3→10+

experiments/week via Experimentation Engine

Bayesian MMM

causal inference layer

$500M+

validated business impact

End-to-End

full-stack product engineering

Currently

What I'm Working On

Albertsons Companies

Data Scientist IV | Principal Platform Architect

Active

Engineered an enterprise-wide experimentation infrastructure, scaled testing capacity from 3 to 10+ concurrent experiments/week, driving $200M+ in annual business decisions. Built foundational Bayesian MMM and deployed GenAI automation agents, compressing analysis time from days to minutes.

Applied AI Research Lab

Founder & Principal Engineer | Applied AI Research Lab

Live

Technical sandbox building production-grade consumer AI products. 700+ users across QuizBeef, mana-health, and ClinicOS.

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ClinicOS

Principal Engineer | Healthcare AI

Live

AI-powered clinic management SaaS. Real-time consultation transcription, auto-prescriptions, and appointment queuing. Built to enable better treatment facilitation for independent doctors across South Asia — powering healthcare for underserved communities. Live in 8 clinics.

From the Blog

How I Think

Featured

Deep Dive

How I Cut ClinicOS Page Load Times by 14× — A Solo Dev's Performance Deep Dive

A real-world walkthrough of diagnosing and fixing 5–9 second page loads in a Next.js + Neon PostgreSQL healthcare SaaS — from TCP handshakes to optimistic UI.

8 min·Jun 2026

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Origin Story

Ten Years of Ideas and Relentless Execution

How a 2015 final-year project on smart surveillance — built on a Raspberry Pi, PIR sensors, and computer vision — became the prototype for how I still decide what's worth building.

7 min·Jul 2026

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Origin Story

The Year I Couldn't Code — and Shipped Anyway

Before the surveillance project. A second-year book-lending app, zero coding ability, and the lesson that the right project doesn't wait for you to be ready — it makes you ready.

6 min·Jul 2026

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Reflection