Yuri Osokin
Bis 2023, Head of AI, HT Bioimaging
Munich, Deutschland
Über mich
I am an accomplished AI leader with a demonstrated history of successfully managing and leading high-impact teams. My expertise lies in driving operational efficiency improvements through the strategic development and deployment of advanced Machine Learning (ML) and Deep Learning (DL) tools, with a strong focus on MLOps and DevOps. Highly knowledgeable in advanced technologies, proven management experience, ability to perform under pressure, excellent training, negotiation & interpersonal skills.
Werdegang
Berufserfahrung von Yuri Osokin
3 Monate, Feb. 2024 - Apr. 2024
Entrepreneur in Residence
Antler
1 Jahr und 3 Monate, Juli 2022 - Sep. 2023
Head of AI
HT Bioimaging
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.
1 Jahr und 3 Monate, Mai 2021 - Juli 2022
Head of Data
Sensi.AI
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.
4 Jahre und 9 Monate, Apr. 2014 - Dez. 2018
Algorithms Engineer
Silentium
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.
1 Jahr und 2 Monate, März 2013 - Apr. 2014
Teaching in Linear Control Lab
Technion - Israel Institute of Technology
4 Jahre und 8 Monate, Aug. 2008 - März 2013
Sound and Vibration Engineer
IDF
4 Monate, Apr. 2010 - Juli 2010
System Developer
Tel Aviv University
1 Jahr und 8 Monate, Juni 2007 - Jan. 2009
Technical Leading Group Engineer
Cisco Systems, Inc.
Ausbildung von Yuri Osokin
5 Jahre, Sep. 2009 - Aug. 2014
M.Sc. Electronic Engineering
Technion - Israel Institute of Technology
AI, Machine Learning and Optimal Control
3 Jahre und 11 Monate, Sep. 2004 - Juli 2008
B.Sc., Electronic Engineering
Tel Aviv University
Specialities: RF, DSP, Bio
Sprachen
Hebräisch
Fließend
Russisch
Fließend
Englisch
Fließend
Deutsch
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