Work

Reads plates off traffic video by running OCR exactly once per vehicle instead of once per frame — the tracker, not the detector, is what makes the pipeline affordable. The plate detector reaches 98.3% mAP@50; the tracker is what decides how often it has to matter.

Python, YOLOv8n, DeepSORT, PaddleOCR, OpenCV

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Answers questions across eight company policy PDFs — 80 pages — and cites the document and page behind every claim. The part worth pointing at is not that it answers: it is that a relevance floor lets it return nothing, so “the documents don’t specify that” is a real output rather than a failure mode.

Python, ChromaDB, Gemini 2.5 Flash, sentence-transformers, BM25

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Notifications, clipboard, and files move between an Android phone and a Mac with no server in the middle — over Bluetooth LE when that is all there is, over Wi-Fi when speed matters, switching between them without dropping the session.

Swift, Kotlin, Bluetooth LE, Wi-Fi TCP, AES-256-GCM

A prompt goes in, an image comes back, and the API key never touches the browser — the backend owns the credential, the request, and the response parsing.

Python, Django, Stability.ai API, REST

Code ↗