Projects

Intelligent Health Insight Engine (2025) Personal project built for chronic illness patients, integrating HealthKit, weather + gait + biometric data for intelligent flare-up detection and chronic pain management.

Biometric-Flare Pattern Dashboard

Internal Tool for Biometric–Flare Pattern Validation (2025) A dashboard designed to visualize health trends and build a flare-up “fingerprint”. The dashboard allows users to find correlations between biometrics signals(HRV, HR, sleep) and chronic pain flare-ups.

LLM + Model Use Case Evaluator

Framework for Choosing an AI/ML model(s) (2025) A framework created to guide whether a problem is suitable for a large language model or simpler model. The framework balances UX intent, data complexity, and delivery constraints.