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Mateusz Orzeł

@mati4333

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Informatics Engineer passionate about algorithms and AI.

Poland

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What I'm looking for

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.

Hello, I'm Mateusz, an Informatics Engineer hailing from the Institute of Technology in Gliwice. I am deeply passionate about rigorous subjects, particularly excelling in problem-solving.

I actively engage in challenging arenas such as the Polish Math Olympiad, Leetcode, Kaggle, Lichess, and 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).

Experience

AI Engineer

TCL 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.

Linux Python K8S GitHub Communication Skills Computer Vision

ML Engineer

Geosolution

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.