Mateusz Gołąbek
Mateusz Gołąbek, MSc
PhD Student
matgolabek@agh.edu.pl
My research mainly focuses on deep neural networks for embedded computer vision. Often it consists of sensor data fusion and is deployable on drones.
Experience 2
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Software Developer
January 2025 – June 2026AGH AVADER student research group, AGH University of KrakówParticipated in drone competitions with the student research group, achieving top international results (ICUAS, IWDD).
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R&D Engineer
June 2024 – June 2026ABBBuilt a HIL simulator from scratch (including hardware setup and software environment) for testing fieldbus protocols. Implemented solutions by integrating custom Python scripting with direct PLC and FPGA programming.
Education 3
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PhD candidate
2026 – PresentAGH Doctoral School, AGH University of KrakówAutomation, Electronics, Electrical Engineering and Space Technologies. Research topic: Adaptive Sensor Data Fusion on SoC FPGA Platforms for Robust UAV Swarm Navigation.
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Bachelor of Engineering
2021 – 2025AGH University of KrakówAutomatic Control and Robotics. Thesis: Object tracking utilizing fusion of vision and thermal imaging implemented in an SoC FPGA using the Vitis AI tool.
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Master of Science
2021 – 2026AGH University of KrakówAutomatic Control and Robotics / Intelligent Control Systems. Graduated with honours. Thesis: Autonomous coordination of a UAV swarm in an urban environment while keeping constant communication.
Awards 6
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63rd Metallurgical Conference SKN AGH – 1st place
1 May 2026AGH University of KrakówPresentation of a scientific paper on autonomous threat detection using UAV swarms.
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IWDD Contest (WACV 2026) – 1st place
1 March 2026WACV 2026Designed a custom spatio-temporal convolutional network based on MoViNet to classify illegal waste dumping in videos.
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ICUAS 2026 Competition – 1st place in simulation, 2nd place in hardware stage
1 March 2026International Conference on Unmanned Aircraft Systems (ICUAS)Implemented a heuristic reactive artificial potential fields method for dynamic navigation and obstacle avoidance for a coordinated team of UAVs.
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62nd Metallurgical Conference SKN AGH – 1st place
1 May 2025AGH University of KrakówPresentation of a scientific paper on autonomous threat detection using UAV swarms.
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ICUAS 2025 Competition – 4th place in simulation and hardware stages
1 May 2025International Conference on Unmanned Aircraft Systems (ICUAS)International drone swarm challenge.
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Laureate of the 14th National Olympiad "The Diamond Index of the AGH UST"
1 June 2021AGH University of KrakówAwarded in mathematics.
Publications
Joint papers with
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