Szymon Płotka
Assistant Professor at Jagiellonian University
Warsaw, Masovian Voivodeship, Poland
Summary
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Senior🎓
Top SchoolSzymon Płotka is an Assistant Professor and machine learning researcher with a decade of experience specializing in deep learning for medical image analysis. He holds a PhD from the University of Amsterdam and a strong biomedical engineering foundation, which he applies to ultrasound, X-ray, CT and MRI projects across academia and industry. His work spans end-to-end model development and deployment using Python, PyTorch/TensorFlow, Keras, scikit-learn and OpenCV, and he has led both research and product-focused teams from startups to university labs. Szymon has a track record of supervising students and collaborating internationally, including projects with Cambridge and Technion, and has transitioned rapidly from doctoral research into postdoc and faculty roles. Beyond core modeling, he brings practical systems experience—AWS, git workflows and data pipelines—ensuring research translates into usable clinical tools. Based in Warsaw, he maintains an active GitHub presence that complements his publication-driven profile, signaling a balance of open technical work and high-impact academic contributions.
10 years of coding experience
8 years of employment as a software developer
Master of Science - MS Computer Science Medical Informatics, Master of Science - MS Computer Science Medical Informatics at Warsaw University of TechnologyBachelor of Science - BS Biomedical Engineering, Bachelor of Science - BS Biomedical Engineering at Gdańsk University of TechnologyDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Amsterdam
Polish, English, German
Github Skills (63)
word2vec8
image-processing7
topic-modeling7
fasttext7
machine-learning7
ultrasound7
computer-vision6
prediction6
nlp6
glove6
deep-learning6
natural-language-processing6
data-mining6
gensim6
word-embeddings6
Programming languages (3)
Github contributions (5)
simongeek/PandasDA
Jun 2017 - Aug 2017
Contributions:10 commits, 45 pushes, 1 branch in 1 month
simongeek/DLMBI
Jan 2018 - Oct 2018
Contributions:15 commits, 2 PRs, 15 pushes in 9 months
deep-learningstructure-predictionmachine-learningprediction
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