Shelf monitoring
Built an on-shelf availability detector running on edge cameras.
PythonPyTorchOpenCV
Computer Vision Engineer with 6 years of experience shipping production software. Takes vision models from notebook to real-time production. Strongest in Python, PyTorch, OpenCV. Prefers pragmatic trade-offs over rewrites and flags risks early.
Built an on-shelf availability detector running on edge cameras.
Automated damage detection at 30 frames a second.