Selected work
Things I build when I'm not doing client work. If it's here, it survived long enough to be worth sharing.
Deep learning computer vision system for real-time brake-state understanding from dashcam footage. It detects vehicles ahead and classifies brake vs go states for driver-assistance and autonomous workflows. Achieved 92.44% validation accuracy, 84.5% recall, 93.4% precision, 0.887 F1-score, and ~30ms inference on Apple MPS with a lightweight 3.1M parameter model.
Real-time vehicle analytics pipeline built with YOLO, ByteTrack, OpenCV, and PyTorch. It detects and tracks cars from highway footage, assigns stable per-vehicle IDs, draws deterministic bounding boxes, and overlays a live HUD with active count, total unique vehicles, peak traffic, and per-run summary stats while exporting an annotated MP4.
Upload an image, get back visually similar ones: no tags, no keywords required. It matches by what things look like, not what they're called. Simple to use, but the mechanics underneath are genuinely interesting.
Built at a hackathon with Naamche and reAlpha. Drop in a property link and it spits out a TikTok-ready promo reel in minutes: script, voiceover, video, the whole thing. Paste a link, wait a bit, walk away with something you'd actually post. What would normally take a day of editing just... doesn't anymore.
Explores a real singly linked list in memory: one head pointer, each node holding a value and a single next reference, and the last node pointing to null. You drive insertions and deletions at the head, tail, or a zero-based index, remove the first node matching a value, search for a value, or clear the list—so you can see how next pointers get reassigned when the chain grows, shrinks, or splits in the middle, including boundary cases at the ends.
A full-screen HTML canvas experiment: hundreds of small circles drift and bounce off the edges while a simple animation loop clears and redraws each frame. Move the pointer around and nearby bubbles grow, then shrink again when you leave. It is a compact playground for 2D context, requestAnimationFrame, and a bit of motion without a framework.
