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  • Katowice/Cracow/Warsaw Poland

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IRatajczyk/README.md

Hi, I’m Igor Ratajczyk, Eng aka @IRatajczyk.

Control Engineer.

I’m interested in ✨Computer Vision Systems✨ and Reinforcement Learning for Continuous Control. I do enjoy Julia.

I'm look forward to collaborating on projects covering Vision Transformers, GANs and High Performance ML for edge devices.

📫 Should you be interested in collaboration or have any doubts about my projects (both Github and non-yet-publised ones) please contact me directly: igor@ratajczyk.eu

Here is brief summary of my projects, not every one of them is published in Github.

Project Name Technology Description Link?
HPC EA - Square Packing Julia, Python Evolutionary Algorithm implemented in Julia with Python interface for Square Packing Problem HPC SP
Distributed Island EA for Enroll C# Distributed Island Evolutionary Algorithm with Constraint Programming Solver for Problem of assigning Studends to Classes IEA
GAN Wild Cats Python Experimetns with GAN trained to generate images of wild cats GAN
Graph Decomposition Python Python implementation of decompostion algorithm of networkX graphs Graph
DSS4REI C# Decision support system for real estate investment - Web scrapers + DS algorithms with Windows Forms GUI DSS4REI
Aestheticæ estimation Python Aestheticæ estimation of images using CNNs Aestheticæ
Transformer based Tracker Python Transformer based Visual Object Tracker - implementation of paper TBA
Projector fine-tuner Dart, Java, Python Projector controller with mobile app for adjusting Projector perspective for user TBA
EA for OCR fine-tuning Python Evolutionary Algortihm for fine-tuning Computer Vision Algorthm for Optical Character Recognition -
Mobile app for Oral Description of images Java Mobile Andorid application for oral description of taken images for visually impaired people. -
RPG Manager C# Desktop app with ORM -
Verilog - Python Transpiler Python Simple as it is: Verilog 2 Python Transpiler -
Physical simulation of N-links pendulum Python, Cython Symbolic Extened Euler-Lagrange equations solver, simulation of pendulum with friction, animations -
Poker game with sockets Java Socket communication based Poker game -
XLSX2XML parser Java Parser of invoices: from Excel files to XML format -

Pinned

  1. AestheticaeEstimation AestheticaeEstimation Public

    Exemplary case study of NN research for Composition estimation problem. Experiments conducted as a part of AGH UST classes of Introduction to Neural Networks.

    Jupyter Notebook 2

  2. GraphDecomposition GraphDecomposition Public

    Graph decomposition algorithm for Graph Theory classes @ UST AGH.

    Python 1 1

  3. Island-Evolutionary-Algorithm Island-Evolutionary-Algorithm Public

    Island Evolutionary Algorithm implementation for Enroll problem in C#.

    C# 1

  4. NeuralNetworkAchitectureOptimization NeuralNetworkAchitectureOptimization Public

    Jupyter Notebook 1

  5. GAN-wild-cats GAN-wild-cats Public

    Generative Adversarial Network for wild cats image generation. Excercise for laboratory classes @ AGH UST Cracow.

    Jupyter Notebook 1

  6. Python-Julia-EA-for-Square-Packing Python-Julia-EA-for-Square-Packing Public

    Python interface for Julia implementation of Evolutionary Algorithm for Square Packing Problem

    Jupyter Notebook 2