Systems I shipped
Agentic AI, ML infrastructure, and computer vision.
Knit · May 2025 – April 2026
Agentic Market Research Platform
Architected a production agentic research workflow that transformed analyst-heavy reporting into a verified AI execution pipeline.
48-72h → <1h report turnaround30-50 sandboxed analytics tasks per report
Epic! for Kids · February 2023 – May 2024
ML Infrastructure Rescue
Took ownership of production ML systems after layoffs and reduced cost, complexity, and operational risk.
10x ML platform cost reduction100x Kubernetes pod usage reduction
Tangible Play / Osmo · September 2019 – February 2023
Computer Vision Product Systems
Led CV systems that improved worksheet recognition accuracy and supported interactive learning workflows.
93% → 98% worksheet CV accuracy80% IoU shaded-region detection
Whodat · July 2018 – August 2019
High-Performance AR and Vision
Built and researched performance-sensitive vision primitives before the team transitioned to Osmo after acquisition.
20% faster ORB detector than ORB-SLAM baseline