Builds and maintains ML models for MONIT24.PL's wIDS, a web intrusion detection system that flags cybersecurity threats by analyzing URLs, page content, JavaScript, and site appearance. Day to day: improving existing classifiers (LightGBM, Random Forest, Sentence Transformers, EfficientNet) and creating new detection mechanisms in Python.