A grounded RAG system that answers questions about keyboard manuals using retrieved evidence, refusals, evals, and Langfuse tracing.
FastAPIQdrantLocalAILangfuse
Projects
Practical AI workflow tools for music, security, and operations.
Practice app for musicians who can already play. Timer, YouTube player, metronome, tuner, sheet music, AI recommendations.
DjangoNext.jsPostgreSQLRailway
AI Studio Agent
In progress
Automated stem loading for Ableton Live. The goal: send a message from your phone and open a prepared Ableton project later.
PythonMCPGmail APIAbleton
Threat Intel Daily Brief
In progress
Automated morning email with high-signal cybersecurity threat items from trusted sources. Built for engineers and analysts.
PythonLLMRSSSMTP