Helping teams and builders make sense of collectibles data—using AI, automation, and practical systems.
This site is a snapshot of what I build: data pipelines, structured tools, and content systems. If you’re hiring for operations + systems thinking, or you want a builder who can make chaos usable, you’re in the right place.
- • Systems & Data: ingestion, normalization, rarity scoring, pricing trends
- • AI & Automation: repeatable workflows that compress time-to-output
- • Creative Entrepreneurship: projects that ship, not just ideas
Prefer email? Hit Contact and send a quick note — I reply with context and next steps.
What I build
Practical systems that reduce noise, increase clarity, and ship outcomes.
Systems & Data
Auction ingestion, normalization, rarity scoring, and structured databases for messy markets.
AI & Automation
Repeatable workflows for research, publishing, and decision tools—built for reliability, not hype.
Creative Entrepreneurship
Projects that ship: media experiments, books, and product prototypes—powered by systems thinking.
Selected work & systems
A few examples that show how I think, build, and operate.
Built to answer: “Am I overpaying?” Aggregates auction results, normalizes inconsistent grading and pricing data, and computes rarity and pricing trends for markets that lack clarity.
Want the deeper walkthrough (architecture + pipeline)? Use Contact and I’ll send it.
Applied Lean and quality principles to design workflows, feedback loops, and training systems that improve consistency, throughput, and team performance in real operating environments.
Examples and outcomes available on request.
Built repeatable research and publishing workflows to turn complex topics into structured non-fiction books and long-form content—focused on clarity, completion, and audience relevance.
Selected titles and process breakdowns available on request.
Want to connect?
Hiring, collaboration, consulting, or just a quick question — send a note with context and what you’re trying to build.