Open to opportunities

Михаил Полещук

@miketivation

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ML/AI engineer and PhD student with a strong background in ML/DL/Statistics reasearch and development

Ukraine

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What I'm looking for

I seek a role that fosters innovation and collaboration in ML/AI.

AI and Computer Vision Research Engineer with experience in medical image analysis, CT imaging, deep learning, and generative AI. Develops 2D and 3D computer vision systems for segmentation, detection, classification, and anomaly detection, including U-Net-based architectures, 3D CNNs, and attention-based models. Hands-on experience with diffusion models, including fine-tuning Stable Diffusion for image generation and inpainting, and with LLM-powered and agentic AI systems using modern foundation models. Strong research background in theoretical physics, with experience in numerical simulations, inverse problems, parameter estimation, statistical inference, and signal analysis applied to observational data in neutrino astronomy. Combines mathematical and physical modelling with practical AI engineering.

Experience

Work history, roles, and key accomplishments

Current

Research Engineer

Current

Materialise

Mar 2025 - Present (1 year 7 months)

Research and edvelopment of computer ivision application for medical imaging processing including: segmentation, refinment, anomaly detection

Python AWS PyTorch TensorFlow scikit learn Scikit Image

ML/AI Engineer

LITSLINK

Dec 2023 - Mar 2025 (1 year 3 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.

Machine Learning Deep Learning Python PyTorch TensorFlow NLP Data Science Statistical Modeling Computer Vision

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.

Teaching Curriculum Development Engagement Communication Skills

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.

Teaching Communication Skills

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.

Data Science Machine Learning Python Statistical Analysis Research