Developing algorithms in various domains, including AI, computer vision (CV), classic algorithms, and heuristics, involves a systematic approach that combines theoretical knowledge with practical implementation.
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MO@mati4333
AI Engineer passionate in problem solving.
PolandDeveloping algorithms in various domains, including AI, computer vision (CV), classic algorithms, and heuristics, involves a systematic approach that combines theoretical knowledge with practical implementation.
Hello, I'm Mateusz, an AI Engineer hailing from the University of Technology in Gliwice. I am deeply passionate in problem-solving. I challenge myself in many areas such as the Polish Math Olympiad, Leetcode, Lichess and many more, seeking to continually expand my skills and knowledge.
As an AI Engineer, I have experience in building and training classification models (active learning) exploring dimensionality reduction of representation vectors, testing and implementing coreset algorithms, optimizing algorithms for selecting the most representative images, building and inferencing comfyUI workflows for the computer vision task, fine tunning with prompt diffusion models, testing the github repositories (dev stuff).
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Work history, roles, and key accomplishments
TETCL Research Europe
Apr 2023 - Jul 2023 (3 months)
Built and inferred comfyUI workflows for computer vision tasks, fine-tuned prompt diffusion models, and debugged and tested github repositories.
GEGeosolution
May 2022 - Feb 2023 (9 months)
Built and trained an image classification model, explored dimensionality reduction of representation vectors, tested and implemented coreset algorithms, and optimized algorithms for selecting the most representative images.
Degrees, certifications, and relevant coursework
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Software and tools used professionally
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