Project archive
A focused record of AI systems, wearable ML, medical infrastructure, business coordination, and engineering projects.
PhD research proposal
A proposed architecture for heterogeneous multi-agent AI that lets different LLMs translate and share latent thoughts instead of relying on natural-language message passing.
Pediatric activity recognition engine
A real-time wrist-worn IMU activity-recognition pipeline using 2-second Apple Watch sensor windows, physics features, stacked ensembles, and temporal smoothing.
iOS Health & Fitness app
A private quit-smoking tracker for iPhone and iPad that helps users follow smoke-free time, cravings, cigarettes avoided, money saved, and personal milestones.
Python game simulation
A tycoon-style real-time city builder built with Python and Pygame, featuring a 2.5D isometric grid, zoning, roads, services, economy, traffic, power, education, fire rescue, disasters, and save/load management.
Business coordination
Initiated and coordinated an MOU between Chiang Mai University CAMT and THINKology Solutions Group to advance technology collaboration.
