Yuri Osokin

I led a team of six professionals. Key responsibilities were leading research focused on dog's cancer behavior understanding and develop the backend for processing cancer thermal scans. We used spatial and temporal signal processing, DL and image processing tools. I integrated a centralized DB (MongoDB Atlas) into our research environment, resulting in improved data management and accessibility. I led development of software packages for each algorithmic module. I established CI/CD pipelines in GitLab.

Led and managed the AI department, overseeing a team of six professionals. Led the development of audio processing for the world's inaugural in-home elderly care agent, covering the entire lifecycle from data acquisition to actionable insights. Leveraged a hybrid approach that seamlessly integrated traditional DSP techniques with cutting-edge Deep Learning models. Applied DL models across various domains, including audio analysis, event detection and Natural Language Processing (NLP).

Held a leadership role responsible for the entire algorithmic stack of the company, overseeing a team of four. Led the development and implementation of machine learning, optimization, and signal processing for signal analysis. Implemented them in Python and C++. Led the R&D for unsupervised algorithms, employing techniques such as HMM, SVM, EM, clustering methods, graph analysis, and pioneering pseudo-probability concepts. Succeed the implementation of one-shot learning techniques.

Developed cutting-edge algorithms for Active Noise Control systems. Crafted comprehensive solutions involving signal processing, robustness analysis. Designed and optimized efficient time-frequency first-order converging adaptive algorithms, tailored for direct implementation on real hardware. Implemented algorithms in Matlab, C++, and embedded C. Achieved widespread deployment, with the algorithms operational in numerous premium vehicles, contributing to enhanced noise control and passenger comfort.

AI, Machine Learning and Optimal Control

Specialities: RF, DSP, Bio