Computer Vision CTO / Product Manager with a remote team. 6+ years of Production experience in Computer Vision, incl. Continuous Machine Learning for Hardcore enterprise customers (Airports, Defense, Fast-paced startups).
I do a full-cycle production of Computer Vision solutions. Supporting You at any stage, from product inception to long-term maintenance. Founder experience in 3 companies.
+ Email: dima_cv1@protonmail.com (Please mention HN in the subject).
Technologies: Python, C++, Computer Vision, GCP, AWS, ZMQ, Kafka, Docker, k8s, OpenCV, TensorFlow, PyTorch, ONNX, TensorRT, MLOps, Love, Machine Learning Pipelines, DVC, CML.
Computer Vision CTO / Product Manager with a remote team. 6+ years of Production experience in Computer Vision, incl. Continuous Machine Learning for Hardcore enterprise customers (Airports, Defense, Fast-paced startups).
I do a full-cycle production of Computer Vision solutions. Supporting You at any stage, from product inception to long-term maintenance. Founder experience in 3 companies.
+ Email: dima_cv1@protonmail.com (Please mention HN in the subject).
+ LinkedIn: https://www.linkedin.com/in/dim25 (Let's connect!)
Worked on: High-speed (120+ FPS) key-points detection in dark environments; Self-driving Cars; Visual Intelligence for Operations and Safety compliance monitoring; Custom autonomous Computer Vision Hardware (Nvidia Jetson + PCB); Machine Learning models Size optimization (pruning, etc); Speed optimization; Distributed CPU+GPU; Cost optimization for deployment in the cloud, EDGE, and on custom hardware; Augmented and Synthetic Data; Computer Vision Framework; Quality Assurance playbooks for Computer Vision systems; Edge cases evaluation and accuracy optimization.