My Projects

Baseline is a scientifically-validated music intelligence platform that uses DEAM-based continuous emotion classification to provide personalized music recommendations for stress relief, mood elevation, and emotional support. The platform delivers three core systems: Stress Relief with contextual intelligence across 12 combinations, Mood Management with three therapeutic modes, and Discovery Lab for gamified music exploration.

Built on a foundation of 1.2 million emotion-classified tracks, Baseline uses machine learning to understand how music affects emotions, then selects tracks optimized for specific wellness needs. The backend handles real-time emotion classification and recommendation logic, while the frontend provides a clean, calming interface for users to discover music that actually helps them feel better.

Momentum is a personal productivity application designed to help users with ADHD-driven executive dysfunction stay on track with their goals. The platform provides gentle, shame-free accountability through an AI companion that adapts to each user's unique workflow and motivation style.

The system combines goal and task management with Lore Mode personalization—allowing users to choose their interaction style (Fantasy, Corporate, or Silly)—and a comprehensive check-in system that tracks energy, mood, and progress. AI-powered nudges provide compassionate reminders that reference the user's own commitments, while the chat feature offers context-aware support with personality adaptation. The insights dashboard provides 40+ analytics across patterns, goal performance, and productivity correlations.