Responsible AI in Prague, AI Days
Talk at Czech Technical University, Faculty of Electrical Engineering, Prague, Czech Republic
CV
Education
- Ph.D. in AI interpretability, Czech Technical University, 2024-2028 (expected)
- M.S. in AI, Czech Technical University, 2024
- Erasmus studies at Aalto University, 2023
- B.S. in CS & AI, Czech Technical University, 2021
Other Courses
- Human-Aligned AI Summer School – Prague, Czechia, 2024
- Summer School AI & Ethics – Erlangen, Germany, 2022
Academic experience
- since 2024: AI Researcher @ IDA, Czech Technical University
- Research topics: GNN interpretability, Geometric Deep Learning, AI safety
- 2024: Master’s Thesis Interpretable Symmetry-Aware Deep Learning for Planning
- Supervisor: Gustav Šír
- 2021: Bachelor’s Thesis Exploring Symmetries in Deep Learning
- Supervisor: Gustav Šír
- 2018, 2019: Student Research Projects @ CMP, Czech Technical University
Industry experience
- 2023-2024 ML Researcher and Data Analyst @ Leeaf
- Responsibilities: Researching ML methods on medical data for improving IVF treatment
- 2022: Software Engineering Intern @ Microsoft
- Responsibilities: Modelling monitoring metrics of server load
- 2020-2022: Machine Learning Developer @ Blindspot Solutions
- Responsibilities: NLP solutions (classification, NER), chatbots, deployment with Docker
- 2019-2020: Part-time Developer @ Barclays
- Responsibilities: Developing server monitoring system with data analytics
Professional Interests
- Responsible AI
- AI alignment
- AI ethics
Skills
- ML/DL with PyTorch (Geometric), scikit-learn, Pandas, etc.
- LLMs, LangChain, OpenAI
- Transformers, Diffusers
- Python, Flask, FastAPI
- Docker, Java
Talks
Service
- since 2024: President of the Czech Alpha Chapter of Upsilon Pi Epsilon
- 2014-2018: Chess tutor at ŠK Teplice