About

I am a second-year Systems Engineering undergraduate specializing in Data Engineering at the Faculty of Information and Communication Technology, Wrocław University of Science and Technology.

Research Interests & Current Work

My focus is on mathematical modeling, algorithmic simulations, and computational neuroscience.

Current Research Interests:

• Basal Ganglia: Reinforcement learning mechanisms and reward prediction.
• Memory Systems: Complementary Learning Systems (CLS) theory and associative networks.
• Neuro-Glia Interaction: Investigating a new idea connecting astrocyte activity and generative diffusion models to see if biological noise can enhance artificial generation.

Technical Background:

• Simulations: Compartmental models (e.g., SIR) and dynamical systems.
• Machine Learning: Classifier design, ANN training, and time-series analysis.

You can find my repositories, including active research and experimental projects, on GitHub.

Latest Articles

This section documents technical descriptions of personal projects, theoretical studies, and research concepts across various domains.

Contact

Open to discussion on theoretical neuroinformatics, system dynamics, and machine learning.

• Academic: 284074@student.pwr.edu.pl
• Personal: alecz0.code@gmail.com
• LinkedIn Profile
• GitHub Profile