Orthopaedic surgeon · Adult reconstruction & clinical research
During USMLE preparation, I began building personal software tools to make my own study behavior, focus patterns, and digital accountability more measurable.
I use AI-assisted software development to turn practical problems into working systems, then test, debug, validate, and refine them through sustained real-world use.
USMLE Prep Pro Tools Study analytics for high-volume Q-bank preparation |
YouTube Accountability Tracker Automated watch-time reporting for intentional YouTube use |
Personal Productivity AI Coach Behavioral analytics and AI-assisted reflection from personal activity data |
Personal Focus Pattern Explorer Time-of-day behavioral visualization for study planning |
problem definition → specification → AI-assisted implementation → real-world testing → debugging → validation → refinement
These projects are portfolio case studies rather than claims of traditional line-by-line software authorship. Source code, detailed implementation logic, prompts, and private development workflows are intentionally not published.
My primary professional focus remains orthopaedic surgery and clinical research; these projects reflect a parallel interest in using technology to solve practical problems.