MD, PhD, physician-scientist specialising in pulmonology, respiratory physiology, and lung oncology. Assistant Professor at the Medical University of Bialystok with combined clinical and academic expertise in lung cancer, respiratory failure, and cystic fibrosis. My work integrates clinical medicine with advanced data analysis and applied artificial intelligence. I design AI-supported diagnostic and decision-support workflows in thoracic imaging, capnography analysis, and respiratory performance assessment, with a focus on translating computational models into reliable real-world clinical applications. In undergraduate and doctoral education, I emphasise evidence-based practice, ethical use of large language models, and high-quality scientific writing. I build local GPU-based AI infrastructure (ROCm; multi-GPU systems) to support research in medical imaging, predictive modelling, and clinical workflow optimisation. I have hands-on experience in human-in-the-loop evaluation of LLM outputs in medical contexts, aligned with RLHF-style preference-data and reward-model workflows. Research interests: - Lung cancer diagnostics and treatment outcomes - AI in pulmonology (bronchoscopy and thoracic imaging) - Respiratory physiology and exercise capacity - Clinical data integration and workflow optimisation - Translational research and digital health innovation - CPET in pulmonary conditions