About Me
Hi! I am a freelance data & machine learning engineer and a Ph.D. student at the Czech Technical University in Prague. My main areas of focus are machine learning, deep learning, and natural language processing, but I am also an experienced Python developer, open to working on data-related problems. My favorite technologies include Python, TensorFlow, PyTorch, Hugging Face, LangChain, Elasticsearch, scikit-learn, UNIX, and AWS.
Professional Experience
- (2022-now) Freelance Data & Machine Learning Engineer
- Collaboration with LearnerOn, knowdroids.ai, Recombee, DataLab at FIT CTU in Prague, and AI Detem.
- Technologies: Python, Pandas, Tensorflow, Hugging Face, LangChain, Elasticsearch, Apache Airflow, FastAPI, Django, SQL, GraphQL, AWS
- (2020-2021) Machine Learning Engineer, Ernst & Young, Prague
- Work on various data-related projects, e.g. machine learning pipelines for customer retention
prediction, a human resources planning application, and a healthcare information system.
- Technologies: Python, Pandas, scikit-learn, LightGBM, Tensorflow, Django, SQL, Azure
- (2018) Data Scientist Intern, Datamole, Prague
- Gathering, preprocessing, and analysis of data from automated agricultural farms.
- Technologies: Python, Pandas, scikit-learn, matplotlib, Git, Azure
- (2016-2017) Junior C++ Developer, AEVI CZ, Prague
- Development of embedded applications for EFTPOS payment terminals.
- Technologies: C/C++, SVN, Lua
Research Interests
- Machine learning
- Deep learning
- Natural language processing
- AI Safety
- Explainable AI
- Reinforcement learning