Pavel D. Email & Phone Number

Almaty, KZ

Beijing, China

- Developed 14 image/video classification and detection models using PyTorch and OpenCV to identify high-risk content in online ads, including sensitive topics such as adult content, smoking, and vaping across multiple business lines while using C++, CUDA and TensorRT to accelerate models; utilized Thrift for a robust and efficient RPC interface between.

Beijing, China

- Enhanced precision (+2.1%), recall (+3.6%) and performance of traffic sign detection algorithms using a combination of different attention mechanisms, residual connections, diverse filters, atrous convolutions, optimizers. Implemented models using PyTorch, OpenCV and Albumentations for data augmentation.- Collaborated closely with other teams to.

Moscow, Russia

- Developed a mobile traffic analysis system encompassing SS7, RAN, CS parts, and LTE protocols using C++ by utilizing Data Analysis to analyze errors, subscriber ID, network address, element ID, time metrics, and protocol-specific metrics to pinpoint root causes of network problems.- Significantly improved processing speed while leveraging DR to run 20-40.

Master Of Science - Ms, Computer Science

Activities and Societies: - Machine learning - Parallel computing - Convex optimizations - Combinatorics and algorithm design - Animation.

Bachelor'S Degree, Computer Science

- Contributed to the development of an autonomous car project by working on stereo depth prediction, obstacle detection, and path planning.