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Swiike User

@swiikeuser

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Data Scientist and Mathematics graduate who developed a predictive model for Counter-Strike 2 match outcomes.

Poland

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What I'm looking for

I'm interested in using mathematical and computational methods to solve practical problems and continuing to build my expertise in Data Science and Machine Learning.

For my Mathematics degree at Lublin University of Technology, I collected Counter-Strike 2 data through Python web scraping, stored and prepared it in SQL, and developed a match-outcome predictive model in R.

As a Data & Software Intern at Electronic Software Control Systems, I created a Python image-preprocessing workflow that reduced manual effort by approximately 4×. I also developed a UAV camera system to estimate target position and distance, and translated selected C++ implementations into MATLAB/Simulink models.

Experience

Work history, roles, and key accomplishments

Data & Software Intern

Electronic Software Control Systems

Aug 2025 - Feb 2026 (6 months)

Designed and implemented an automated Python workflow for image dataset preprocessing, reducing manual effort by approximately 4x. Researched mathematical algorithms, produced technical documentation, and translated C++ implementations into MATLAB/Simulink models. Developed a UAV camera system for target position estimation.

Python Matlab Simulink C++Image Processing data preprocessing Algorithm Research Technical Documentation UAV Systems Geometric Projection

Education

Degrees, certifications, and relevant coursework

Lublin University of Technology

Bachelor's Degree, Mathematics

2022 - 2026

Grade: 5.0 GPA equivalent

Bachelor's degree in Mathematics. Thesis on predicting match outcomes in Counter-Strike 2, involving web scraping, SQL database storage, exploratory data analysis, and predictive modeling in R.