What I Do
Projects
A selection of projects I have built, from full-stack apps to developer tooling and ML pipelines.
Ragadex
Cross-platform mobile application shipped to both the App Store and Google Play. Transforms live music festivals into a collectible card game — passive artist card acquisition via precision GPS geofencing with zero user interaction. Resilient offline-first architecture with deterministic background sync and conflict resolution.
Heatmap Core Inference Engine
End-to-end sports intelligence platform coupling custom-trained detection and tracking models with a production analytics dashboard. Processes raw multi-camera court footage through a proprietary inference pipeline to produce granular player heatmaps, kinematic trajectories, and derived performance metrics. Containerized microservice architecture with automated schema migrations.
Embedded ML Courtside System
Purpose-built edge inference appliance running proprietary fine-tuned YOLO object detection models on a Raspberry Pi 5 with dedicated AI HAT accelerator. Dual-camera RTSP ingestion with real-time stream processing, automated temporal segmentation, and orchestrated cloud persistence to object storage.
News Intelligence Agent
Autonomous intelligence agent that systematically ingests news corpora, performs entity extraction and sentiment analysis via foundation model inference, and synthesizes structured executive briefs. Architected as a fully serverless event-driven pipeline with decoupled processing stages and durable message orchestration.