Head of Science and Engineering. Responsible for the technology behind all global analytics products.
Tech lead for all commercial applications of machine learning (sales, marketing, and finance).
Tech lead Manager for a team dedicated to ML solutions for marketing efficacy and automated spend allocation.
Research in Graph Neural Networks for product introduction, embedding regularization techniques, and transparent neural architectures. Published a patent at the intersection of contrastive loss and anomaly detection.
View publication →Built an internal API for training deep learning systems with economic priors. Designed a multi-modal Graph Embedding model for product similarity.
Research in Machine Vision for Gait Recognition and Classification of Pathological Disorders at the RiskEcon Lab for Decision Metrics.
View publication →CubeCobra ML System
Central ML system powering card recommendations, search, deckbuilding, and drafting on CubeCobra.com. Features a shared encoder with specialized decoders for each downstream use case. Used by over 100k Magic: the Gathering players worldwide.
MTG AI Drafting Bot
An AI system for drafting in Magic: the Gathering that reached rank #27 in the world — the first case of AI successfully competing in the game.