I have over 17 years of experience in machine/deep learning, image processing, artificial intelligence and software development for real-time video surveillance, biometrics, autonomous driving, natural language processing, auto ML tasks; over 12 years in team and project management. At the moment I hold a deputy head of department for AI and data analysis position and manage about 100 scientists, developers, engineers, testers and other technical staff, divided into 4 labs. I have wide business interests with many participants of security and retail markets. I have PhD degree in system analysis, control and information processing and quite a number of publications in international journals.I have a full-stack experience in building an end solution from scratch: from data mining to DNN architect design and training using PyTorch/TensorFlow/etc., quantization and pruning, embedding ONNX model on SoC using frameworks OpenVINO/TensorRT/MNN/etc., wrapping the solution into a cloud service or real-time clientserver application (C++, C#, Python, etc.). You can check my CV on the personal page http://me.ellectu.net/