Welcome! This is a collaborative workspace used by informatics and applied mathematics students from the Silesian University of Technology (Politechnika Śląska) for university assignments, team labs, and practical engineering projects.

• Data Engineering & Databases: Designing schemas, optimizing queries, and managing relational databases (MySQL, SQLite).
• Machine Learning & Modeling: Developing predictive systems, agent-based simulations (SIR models), and data analysis.
• Web Development & Full-Stack Apps: Building responsive web applications and APIs using modern frameworks (including .NET, TypeScript, and JavaScript).
• DevOps & CI/CD Fundamentals: Containerizing applications with Docker and building automation pipelines using Jenkins.

• retailrocket-recommendation-system – An end-to-end e-commerce simulation and analytical pipeline featuring market basket analysis (Apriori), powered by ASP.NET Core, DuckDB, and FastAPI.
• china-tea-shop – Hands-on experience with CI/CD deployment, Docker Compose, Flask, and SQLite.
• disease-spread-simulation – Academic project focusing on mathematical modeling and scikit-learn predictions.
• star-wars-filter-app – Desktop application integrated with a structured MySQL database.