2018-2022 Doctoral degree at Department of Robotics, VSB-TUO
- Topic: Increasing the accuracy of position and orientation of the objects placed by the manipulator
- The work was awarded 2nd place in the Werner von Siemens Prize in the Industry 4.0 category
2019-2026 Scientific Researcher, Department of Robotics, VSB-TUO
- Led applied R&D projects end-to-end — from research and planning to implementation and validation
- Designed and developed a real-time process monitoring and compensation system for robotic 3D printing
- Built digital twins and robotic system simulations to validate complex designs before deployment
- Developed a robotic 3D-scanning pipeline with automated point cloud vs. CAD model comparison
- Combined laser sensor simulation with neural-network reflection prediction to optimize sensor placement
- .NET: C#, WPF, WinForms, XAML, MVVM, EF Core, SQL, ASP.NET Core, Blazor, Serial & TCP/IP, SharpDX, async programming
- Python: NumPy, Pandas, TensorFlow, AutoKeras, Open3D, MongoDB
- Mentored technical secondary school teachers in collaborative robotics toward independent teaching
- Designed hands-on curricula and technical training materials (Universal Robots, PolyScope)
- End-to-end design, development, and Docker-based deployment of full-stack web apps (heczko.fun)
- ASP.NET Core, Blazor, MVC, SOLID, DI
- Software and mechanical system design for a Mars-simulation competition rover
- Python, ROS, microcontrollers
- Developed UR3 robot control via ROS and created a digital twin of the robotic cell
- Python, ROS, CoppeliaSim, Lua
- Programming: C#, Python
- Cloud & DevOps: Azure (Web Apps, Functions, Azure SQL), Docker, CI/CD (Azure DevOps, GitLab), Git, Windows/Linux
- Architecture & Integration: REST API design & testing (Postman), SOLID, DI, design patterns
- Quality & Delivery: Unit & integration testing, code reviews, Agile/Scrum, technical documentation
- AI-assisted development: GitHub Copilot, Claude Code
- Data & AI: SQL, MongoDB, TensorFlow, NumPy, Pandas, Open3D
- Robotics & Simulation: Real-time 3D physics simulation, digital twins, 3D point-cloud processing, complex system design & technical planning, ROS
- Culinary Interests: Fine dining, cooking, and grilling
- Technology: Robotics, mechatronics, AI, smart home systems, programming
- Sports and Outdoor Activities: Volleyball (indoor and beach), soccer, hiking, bouldering, skiing, and badminton
- Gardening: Planting fruit trees, growing herbs and vegetables
- And last but not least: Love for coffee ☕ 😊