Sylwia Mac is a Research Scientist at Robotec.ai with over four years of experience in data engineering, dataset coordination, and applied research. Based in Warsaw, she has contributed to advanced simulation technologies and autonomous systems, specializing in data visualization and analysis.

Robotec.ai is a deep tech company that offers advanced DMS consultancy and support, including DMS testing and validation, data post-processing and interpretation, and market-specific regulatory compliance. Our teams of interdisciplinary experts offer assistance in full-driver state detection, including such challenging states as drowsiness, stress, distraction, and drunk driving. They support clients in preparing assumptions for the study to avoid trash-in and trash-out situations and optimize costs. Our services include full support at every stage of the study and detailed documentation aligned with the latest regulations. We conduct our studies in laboratories equipped with cutting-edge driving simulators and collect our data on high-end test tracks and roads. It is our mission to support automotive companies in the safe transfer of control in automated driving. DMS services are not the only part of our identity: we are also a human-centered robotics company that develops scalable, ROS 2-powered simulation platforms for robotics applications.