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Projects

AI systems, data platforms, and the companies built to put them to work.

Multi-agent systems, AI tools, and data platforms — plus the companies and communities built to put them to work. Most of these shipped to production. The rest sharpened the thinking behind the ones that did.

AI Systems & Projects

Self-Healing Data Pipeline

An AI system that monitors 100+ data pipelines, investigates quality failures autonomously, and opens ready-to-merge pull requests — taking issues from detection to human-reviewable fix without manual triage.

AI Catalog & Listing Engine

A three-stage pipeline that classifies 192K SKUs into a unified product hierarchy, enriches gaps with AI web search, and generates marketplace-optimized listings.

Compound Agent OS

An AI operating system for serious knowledge work — one person running a full team of specialized agents through a real-time command center.

AI Sales Rep Evaluation

An AI system that listens to sales calls, scores reps across 13 competencies, and turns raw conversations into coaching intelligence.

Market Intelligence Platform

A unified market intelligence system for a retailer — probabilistic forecasting, supply tracking, automated trading, and asset valuation.

Collaborating Agents

A multi-agent system where three AI personas debate and refine strategy — from high-level vision down to task-level execution plans.

AI Data Analysis Assistant

A self-service tool where you upload data and ask questions in plain English — it handles the code, the analysis, and the visuals.

AI Customer Service Assistant

A RAG-powered chatbot that helps customer service reps answer complex product questions and perform financial calculations in real time.

Companies & Communities

District Data Labs

Built a data science consultancy from zero to $1M+ in revenue, serving Fortune 500 clients and government agencies.

Data Community DC

Co-founded one of the largest data science communities in the US — grew it from 2 meetup groups to 10 with 15,000+ members.