Major Projects and Events I Participated In
Years: 2025
Summary: Project management for SW development of rear combination lamp for joint projects of Volvo XC60 and XC40
Date: May 2025
Summary: Hackathon of public administartion of the National Audit Office of the Czech Republic.
Date: November 2024
Summary: 48 hours coding event, where we developed data based approach for parking.
Years: 2024/2025
Summary: Project management for SW development of SW for rear combination lamp of Porsche Panamera
Years: 2023
Summary:Automated visual inspection of ammunition in production enviroment – The cartridges are checked before and after the activation of the gunpowder for specific diameters and properties.
Date: July 2023
Summary: A high-resolution large-scale dataset of pathological and normal white blood cells.
Publication: Nature – Scientific Data (Top 5% centile).
Years: 2022/2023
Summary: Project management and programming of automated visual control of cheese, including mechanical design, electro projection, and software development. Camera control included box integrity, date verification, and correct packaging of ermine.
Year: 2022
Summary: Project management and programming of a sequencing table with camera control to monitor an operator performing required processes in pre-set sequences based on SAP.
Years: 2022/2023
Summary: Led software programming for an e-bicycle tester as part of a joint project between VŠB-TUO and Elvac. Developed full-scale application and electrical connections.
Years: 2022/2023
Summary: Researched micrometer hole measurement using specialized lasers and cameras, creating a test bed and software solution.
Date: April 2022
Summary: 24-hour coding event winner.
Years: 2021/2022
Summary: Large-scale image dataset of wood surface defects for automated vision-based quality control.
Publication: F1000 Research
Year: 2021
Title: Machine Learning Used in Biomedical Computing and Intelligence Healthcare, Volume I.
Year: 2021
Summary: Collaboration with Mayr-Melnhof Holz Paskov for high-speed imaging of wood planks at 10m/s.
Date: October 2020
Title: Wood Recognition and Quality Imaging Inspection Systems
Publication: Journal of Sensors
Date: August 2020
Title: Automated Detection of Acute Lymphoblastic Leukemia From Microscopic Images Based on Human Visual Perception.
Publication: Frontiers in Bioengineering and Biotechnology
Year: 2020
Summary: AI project designed to imitate human-like mistakes in gameplay for realism.
Years: 2019-2020
Summary: Collaboration with Fraunhofer Institute for image inspection and classification of wood defects using AI.
Year: 2019
Summary: Developed an automated lamp test module for Hyundai HMMC, designed to operate without a strict sequence, allowing full user-based flexibility and vast variations in testing.
Years: 2018-2019
Summary: Concept proving AI-generated computer code using evolutionary algorithms.
Year: 2018
Summary: Developed a demo application explaining mathematical principles behind 3D space reconstruction.
Years: 12/2017 – 1/2018
Summary: Developed artificial intelligence for the TRON game using self-learning neural network agents that competed against each other to refine optimal strategies.
Years: 2017-2018
Summary: Designed and implemented a compiler and runtime for a customized scripting language.
Years: 2016-2017
Summary: Developed drive control systems and programming algorithms for setting light modules, from base components to final lamps.
Years: 2014-2016
Summary: Created a compact library and universal data import/export xlsx toolkit for LabVIEW, fully implementing ECMA standards without DLL usage.
Year: 2016
Summary: Reworked Oxford architecture, implementing adaptive algorithms to generate simulated signals from a pregnant woman with 3D wave propagation.
Years: 2014-2015
Summary: Measured eye signals (EOG – electrooculography) to control an agent’s direction in a snake game.