HistoHelper: Deep learning MVP classifying primary vs. metastatic melanoma.
Stack: PyTorch, FastAPI, Python, Vanilla JS
TubeTutor: Clinical logic engine preventing pre-analytical phlebotomy errors.
Stack: Python, PyTest, Vanilla JS, PWA
PlexIndex: Searchable cloud archive of my local media server.
Stack: Python, Supabase, Vanilla JS
CafeRoster: Staff rostering and timesheet PWA.
Stack: Next.js, TypeScript, PWA
PokeBinder: Automated collection tracker with API syncing and OCR.
Stack: Python, GitHub Actions, Supabase, Deno, Vanilla JS
Easter Egg: Zero-dependency endless runner for my 404 page.
Stack: HTML5 Canvas, Vanilla JS
Languages & Databases
Infrastructure & Tools
Homelab & Networking
Workflow
- Key Architecture: PyTorch Convolutional Neural Networks (ResNet18) & FastAPI Microservices, Offline-First Service Workers (PWA) & HTML5 Canvas APIs, Real-Time WebSockets (Socket.IO) & Secure JWT Auth, REST API Integrations & Webhooks, Image Processing Pipelines (Pillow/OpenCV) & Cloud Vision OCR, CI/CD Automation & PyTest Suites, Linux Server Administration & Docker Deployment.




