Projects

A gamified beginner piano app for kids — step-by-step lessons, catchy original song rewards, and live note listening through the microphone.

Practice identifying notes with real-time audio detection. Includes a built-in tuner and tracks your progress.

Tune stringed instruments with precision — guitar, banjo, mandolin, ukulele, violin, and more, with alternative tunings.

Given a root note, play the correct interval up or down. Track your accuracy and streaks.

Master chord arpeggios note by note — given an arpeggio type and one note, complete the pattern.

Learn to play melodies by ear — scale patterns, standards like Autumn Leaves, or random sequences.

Spot every instance of a target note across the fretboard, with filters for strings, frets, and note sets.

Real-time hand analysis and strategic advice — input your cards, board, and position for optimal play recommendations.

Set up your home game fast — chip distribution per player based on buy-in, denominations, and inventory, with rebuy support.

Daily state-of-the-art tracking across agentic systems, MCP, LLM evals, and infrastructure — a curated scan of what actually matters.