Denis Shilyaev Email and Phone Number

● Automatic determination of the road traffic intensity and average vehicle speedfrom video stream (Jetson Nano, Rust, Opencv, Onnx, Yolo)● Automatic road accident detection from video stream (Opencv, C++, Yolo, Pytorch)● Automatic traffic rules violation detection (Python, Opencv, Yolo)

● Training classification and regression deep neural networks for price prediction● Speeding up neural networks inference on a CPU using AVX instruction set

● Object detection on photo and video● Development of as-build (point cloud) / as-planned (ifc/mesh) comparison

● Development of face recognition system:- The face recognition pipeline implementation: capturing and embeddingsgeneration- Analysis and reproduction of scientific publications to improve the quality ofrecognition- Development of a photo protection system based on the depth map analysis usingxgboost and CNN by means of stereo pairs, Kinect cameras, Intel RealSense- The micro-service architecture’s development using REST interfaces- Development of short and sweet clients development (Python, Java, C ++,JavaScript)- Docker application containerization using the Jenkins and Openshift DevOps tools

● Administration of Profile bank system● Writing scripts on PSL language● Communication with FIS Help Desk● Resolving complex issues● Participation in upgrading to new releases