Bartosz Panek
Expert AI/ML Data Engineer @ Aptiv
About
Engineer with experience in AI/ML, computer vision, Python and C++. Experienced working in international teams. Interested in modern approaches to autonomous driving.
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Poland
Automotive
Autonomous Vehicles, Artificial Neural Networks, Machine Learning Algorithms, Transformers, Computer Vision, Cameras, Convolutional Neural Networks (CNN), PyTorch, Deep Learning, LiDAR, Radar, Git, Algorithms, Machine Learning, MATLAB, C++, Python, Artificial Intelligence (AI), English, Polish
Experience
Expert AI/ML Data Engineer
Aptiv
- Developing Auto Ground Truth solutions for automatic annotation of real world driving data - Training and fine-tuning transformer-based neural networks for vectorized road marking detection - Reading SOTA literature and adapting reference implementations - Leading regular deep-dive presentations on complex machine learning concepts, fostering continuous learning and technical growth within the engineering team. - Lidar, camera, Python, PyTorch, Deep Learning, Transformers, CNNs, Neural Networks, MMDetection, camera calibration, Docker, Azure
Expert Algorithm Development Engineer
Aptiv
- Researched, developed and implemented ADAS software for classifying drivable/nondrivable areas in front of the vehicle based on radar data - Implemented specialized, optimized, real-time static object tracking - Implemented hand-engineered features for decision tree models - Radar sensors, modern C++, Python, Matlab, Machine Learning (decision trees), Git
Junior Software Developer
Sperasoft
Warsaw, Mazowieckie, Poland
- Implemented new functionalities and business logic for EA FC 24 ( FIFA 24 ) - Worked on porting Guilty Gear Strive to Xbox - Worked with modern C++, Unreal Engine, Microsoft GDK, SVN
Associate
Samsung Electronics
Warsaw, Mazowieckie, Poland
-Worked on next-gen projector that adjusts the projected image based on the surface - Modern C++, OpenCV, Git
Software Engineering Intern
Asseco Data Systems
Lublin, Lubelskie, Poland
- Responsible for adding new features and maintaining a document management software - Worked with Java, Spring, PostgreSQL
Education
Wrocław University of Science and Technology
Computer Science
Seoul National University of Science and Technology
Computer Science
Exchange student for one semester.
Bartosz Panek's Contact Information
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