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. 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 CoolPeople, Recombee, LearnerOn, knowdroids.ai, DataLab at FIT CTU in Prague, and AI Detem on various machine learning pipelines, natural language processing and
large language model applications, search services, and miscellaneous microservices and backends.
- 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