Splitify
Splitify is a playlist clustering project that partitions large Spotify playlists into smaller groups using weighted audio features and a Python backend exposed to a JavaScript client.
Implementation work included Gaussian Mixture Model clustering, multi-source feature resolution, cache-backed request reduction, and async progress reporting for long-running playlist jobs. The interface supports iterative runs with adjustable feature weights instead of manual per-track sorting.
Slug Events
Slug Events is a local events platform for Santa Cruz. Work spans Flask backend development, Next.js frontend implementation, and deployment on Google Cloud Platform.
Responsibilities include feature implementation, sprint planning inputs, release coordination, and CI/CD maintenance. Delivery work includes coordinating frontend/backend dependencies, enforcing branch workflow, and validating release readiness each sprint.
MITRE_CMD_GEN
MITRE_CMD_GEN is a Python pipeline for generating MITRE ATT&CK-aligned command data using staged retrieval, scenario generation, command generation, and validation steps instead of a single prompt.