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  • AGH University of Krakow
  • Warsaw, Poland

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Przemyslaw11/README.md

Hi, I'm Przemek (Shem)

I build AI-driven software commercially through my own company, so most of my day-to-day engineering happens in private repositories and dedicated client accounts. As a result, this profile represents only a small part of what I work on.

In my spare time, I maintain BeyondBackpropagation. It's an open-source research project exploring energy-efficient alternatives to backpropagation. I also build personal libraries and automation tools to simplify my own workflows, and who knows... maybe some of them will become public one day ;).

When I'm away from my keyboard, you'll probably find me at a conference, learning something new, giving a talk, chatting with the community, or occasionally working on a research paper. If you see me there, come and say hi!


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  1. BeyondBackpropagation BeyondBackpropagation Public

    Custom implementations of backpropagation-free deep learning algorithms, rigorously benchmarked against tuned baselines with hardware-validated energy, time, memory, and CO₂e measurements.

    Python 6

  2. Saber Saber Public

    SABER Post-Quantum Algorithm Implementation: Python Edition

    Python 2

  3. ALICE_Data_Lakehouse ALICE_Data_Lakehouse Public

    A scalable data lakehouse for collecting, processing, and analyzing ALICE experiment's infrastructure monitoring data at CERN, featuring version-controlled datasets, automated ETL pipelines, and a …

    Python 1 2

  4. Cones_tracking_model_YOLO_V7 Cones_tracking_model_YOLO_V7 Public

    Full environment for cones detection (preprocessing of the dataset included) [YOLOV7 EDITION]

    Python 1

  5. PeptiGraph PeptiGraph Public

    Classification of Peptides Using Molecular Methods

    Jupyter Notebook 1 1