study-analytics

Professional portfolio of Pranav Krishna Buddhapuram, orthopaedic surgeon. Selected projects in medical education, study analytics, behavioral data, accountability, productivity systems, and practical AI-assisted software development, alongside interests in adult reconstruction and clinical outcomes research.

A hotkey-triggered browser-side productivity coach built during USMLE preparation that transforms RescueTime activity data into behavioral metrics and AI-assisted reflection. It supports multiple LLM providers and four coaching modes to surface deep-work, fragmentation, and context-switching patterns.

A browser-based study-analytics tool built during USMLE preparation that transforms RescueTime API data into visual time-of-day focus patterns. It compares recent behavior with longer-term baselines, considers fragmentation alongside productive activity, and highlights recurring periods associated with sustained focus.

A personal software toolkit built during my USMLE Q-bank preparation to track question progress, focused study sessions, break patterns, session history, and circadian study patterns. It turns everyday study activity into clear, data-driven views to develop concentration, timing, and long-term performance.