Teaching & service
University courses in computer networking, professional training in Python and machine learning, tutorials at international conferences, and service to the academic community.
University courses
Faculty of Information Technology, CTU in Prague — 2022 to 2025.
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Computer Networks
Common techniques, protocols and algorithms for communication in computer networks, focused on layers 2 to 4 of the ISO/OSI model, with an introduction to communication media, security and network administration.
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Network Technologies
Technologies, components and interfaces of contemporary networks at the physical layer and its overlap with the link layer: local and long-range optical networks, Ethernet and modern wireless networks, with a focus on high-speed links.
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Network Traffic Monitoring
Principles, methods and tools for monitoring network traffic — capture, analysis and visualisation of traffic data for performance evaluation, troubleshooting and security.
Professional training
Cybersecurity Centre — NETACAD, since 2022.
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March 2024 — present
Basics of Data Science and ML/DL
Course instructor.
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March 2024 — July 2025
Basics of Python Programming
Course instructor.
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July 2022 — February 2024
Basics of Python and Data Science
Course instructor.
Tutorials, workshops & summer schools
| Year | Event | Contribution |
|---|---|---|
| 2026 | BISSIT summer school | Lecturer |
| 2025 | IEEE NOMS 2025 | Tutorial — Machine Learning in Network Service Classification |
| 2025 | NECS PhD Winter School | Workshop — Anomaly detection in network traffic using forecasting |
| 2025 | BISSIT summer school | Lecturer |
| 2024 | NECS PhD Winter School | Workshop — AI and traffic classification |
| 2024 | CNSM 2024 | Workshop lecturer |
| 2022 | Prague Embedded Systems Workshop (PESW) | Poster — Detection and recognition of periodic communication in network traffic |
Academic service
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2023 — 2026
Chair, IEEE Student Branch at CTU
IEEE Czechoslovakia Section
Leading the student branch: organising events and supporting student engagement with the research community.
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2025 — 2026
Technical Programme Committee member
QoDaNeT 2025 · IFIP WINS 2026
Reviewing submissions and shaping the technical programme.
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2024 — 2026
Student Poster Session Co-Chair
Prague Embedded Systems Workshop (PESW) 2024, 2025, 2026
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2024
Poster Co-Chair
20th International Conference on Network and Service Management (CNSM)
Also a member of the session committee for the CNSM 2024 PhD Workshop.
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2023 — 2025
Senator, Academic Senate
Faculty of Information Technology, CTU in Prague
Student representative in faculty decision-making, and Vice-Chair of the Commission for the Evaluation of Education Quality.
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2022 — present
Co-organiser, Open Days
Department of Digital Design, FIT CTU
Supervised theses
Thirteen bachelor's and master's theses supervised at the Faculty of Information Technology, CTU in Prague. Several grew into joint publications — Dominik Oškera's and Milan Kureš's work at CNSM 2025, Timotej Smoleň's in IEEE TNSM, and Karel Mudruňka's at IEEE NOMS 2026.
Also thesis reviewer for five further bachelor's and master's theses at FIT CTU between 2023 and 2025, on topics ranging from concept drift in traffic classification to MITRE ATT&CK tooling and proxy detection.