I am interested in the development of new technologies and research activities. I am currently working as a machine learning engineer / data scientist. I have experience in data science consulting and developing machine learning solutions, such as various applications of computer vision in industry, llm-based projects or classical machine learning (e.g. churn prediction). As a machine learning engineer, I strongly focus on developing MLOps competencies. My interest in machine learning was born during my studies in biomedical engineering and continued in my master studies in artificial intelligence and professional work.- End-to-end machine learning projects from requirements to production- Model development, training, deployment, and monitoring- Cloud infrastructure setup and maintenance (AWS)- CI/CD pipeline implementation- ETL pipelines development- System architecture design and scaling- LLM-based applications (RAG, multi-agent systems)- Production-grade ML systems