Михаил Полещук
@physci
PhD student and ML/AI engineer with a strong physics background.
What I'm looking for
I am Mykhailo Poleshchuk, a dedicated ML/AI engineer and PhD student specializing in theoretical physics. My work is focused on building application to empower businesses with AI tools including computer vision, data science, text and image generation, and AI agents. My research focuses on neutrino astrophysics and astronomy, where I apply advanced machine learning techniques to analyze complex data. With a solid foundation in physics and mathematics, I have developed a keen understanding of statistical methods and their applications in real-world scenarios.
Throughout my academic journey and professional work, I have gained extensive experience in machine learning and data science, utilizing all sorts of machine learning, data science and statistical analysis tools like Numpy, Scipy, PyTorch as well as different pre-trained architectures like YOLO or GPT. My projects have ranged from web scraping and scientific data processing to statistical modeling, showcasing my ability to tackle diverse challenges. I thrive in collaborative environments, having worked closely with sales teams to demonstrate technical solutions and contribute to successful contract acquisitions.
Experience
Work history, roles, and key accomplishments
ML/AI Engineer
LITSLINK
Dec 2023 - Present (1 year 6 months)
As an ML/AI Engineer at LITSLINK, I focus on developing machine learning models and AI solutions, collaborating with sales to demonstrate technical expertise and promote company services.
Physics Teacher
STUDYACADEMY HIGH SCHOOL
Nov 2022 - May 2023 (6 months)
Provided physics instruction at an international lyceum, focusing on student comprehension and application of physics principles.
Physics Teacher
CISC
Jan 2023 - May 2023 (4 months)
Taught physics at a private educational institution, developing lesson plans and engaging students in theoretical and practical physics concepts.
Laboratory Assistant
KAU
Oct 2021 - May 2023 (1 year 7 months)
Worked as a Laboratory Assistant in the Data Science and Machine Learning Laboratory, assisting in research and practical applications of machine learning techniques.
Physics Teacher
USPIKH
Jan 2022 - May 2022 (4 months)
Conducted online physics classes, adapting teaching methods to suit a remote learning environment and ensuring student engagement.
Education
Degrees, certifications, and relevant coursework
Bogolyubov Institute for Theoretical Physics of the National Academy of Sciences of Ukraine
PhD in Theoretical Physics, Theoretical Physics
2023 - 2027
Research topic: neutrino astrophysics and astronomy.
Kyiv Academic University
Master in Theoretical Physics, Theoretical Physics
2021 - 2023
Master’s Paper: 'Constraints on gamma-ray production mechanism using neutrino observations'.
National Technical University of Ukraine 'Igor Sikorsky Kyiv Polytechnic Institute'
Bachelor in Applied Physics, Applied Physics
2017 - 2021
Bachelor’s Paper: 'Dynamics of expansion of the Universe based on the SN Ia data'.
Availability
Location
Authorized to work in
Social media
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