Research Highlights

Seeing the Unseen: The Quiet Difficulty of Infrared Small-Target Detection

Seeing the Unseen: The Quiet Difficulty of Infrared Small-Target Detection

A tour through one of computer vision's hardest problems - finding, tracking, and identifying targets that are just a few faint pixels wide in the infrared world.
Reinforcement Learning in the Wild: Building AI for Financial Markets

Reinforcement Learning in the Wild: Building AI for Financial Markets

From academic RL papers to a live system — the engineering and research challenges of deploying reinforcement learning where the environment reacts to your actions.
Mapping the Physical World: AI for Large-Scale Geospatial Intelligence

Mapping the Physical World: AI for Large-Scale Geospatial Intelligence

LiDAR, mobile mapping, and machine learning for 3D infrastructure modeling — lessons from processing terabytes of spatial data and building AI pipelines for geospatial analysis.