Work

Systems I have shipped

Each project has a full write-up: the problem, the constraints, what I chose and what I would change today.

All 6 Django FMCSA API Google Maps API JavaScript Leaflet MediaPipe Motive API NumPy OpenCV PostgreSQL Python PyTorch REST API RTSP Telegram Bot API Tkinter YOLOv11 YOLOv5

Prostate Cancer Detection & Gleason Grading A YOLOv5 model that finds cancer regions in prostate biopsy images and grades them on the Gleason scale — in about 0.1 s per image. PythonTkinterNumPy 2023–2024

Smart Yard — Computer Vision for the Truck Yard Seven yard cameras, one pipeline: detect the vehicle, read its USDOT and unit numbers, check the carrier and open the gate. PythonDjangoPostgreSQL 2026

Driver Drowsiness Detector Eye Aspect Ratio in real time from a webcam. When the eyes stay closed too long, it makes noise. PythonNumPyOpenCV 2024