Projects
Tools and experiments built around neural data, behavior tracking, and edge inference.
Kinematic Analysis
Markerless limb tracking and stride-level gait kinematics that quantify locomotor deficits and recovery after stroke using deep-learning pose estimation.
Open Field Behavior Analysis
Tracks distance, velocity, zone occupancy, and movement states from open-field behavior videos.
InfarQuant
Segments and quantifies stroke-induced infarcts from rodent brain immunohistochemistry images.
IRL Pokédex
A real-life Pokédex that classifies all 151 Gen 1 Pokémon using a fine-tuned CNN and reads their Pokédex entries aloud with a custom text-to-speech voice.
Full-Dive Survivors
Cyberpunk survivors-like game built with PyGame. Fight enemies, grab upgrades, and survive.
Calcium Imaging Data Analysis
Motion correction, segmentation, and signal extraction from calcium imaging data.
Beam Test Behavior Analysis
Placeholder for an analysis tool that scores beam-walking assays to quantify motor coordination; writeup coming soon.