Selected Work
Selected projects from the past decade of consulting work.
2025
Building production-grade GNN infrastructure across Cardano (500M+ nodes) and Ethereum (3B+ nodes) to detect fraud, classify bad actors, and identify Sybil networks, without any labeled training data.
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2021
Conceived, programmed, and launched the first algorithmically generated on-chain art on Cardano. 31,119 NFTs curated from 50M+ parameter combinations, generating ~$1.6M in revenue.
2023
Designed and launched a 100% on-chain blockchain art performance featuring a novel self-perpetuating auction mechanism with programmatically generated owner fingerprints, generating ~$100K from royalties alone.
Built AI/ML models to measure and optimize promotional effectiveness across Suntory's global spirits portfolio: Jim Beam, Maker's Mark, Courvoisier, Yamazaki, and Hibiki.
2020
Replaced Showroom's naive popularity-based recommendations with an AI-driven system using content and user embeddings to match viewers with relevant livestreamers based on actual viewing behavior.
2018
Solved a 5-year-old titanium welding bottleneck by programming idle 6-axis robots to pass aerospace client specifications, work previously achievable by only 2 out of ~200 welders. Then deployed cobots so non-engineers could program new tasks independently.
