CV

Education

• M.S. in Machine Learning, University of Warsaw, 2021-2024
  • Thesis: “Exploring Adversarial Attack Strategies on Large Language Models for Improving Text Summarization”
  • Advisor: prof. dr hab. inż. Przemysław Biecek
  • Courses: Deep Neural Networks, Robot Control, Statistical Machine Learning, Natural Language Processing, Reinforcement Learning, Visual Recognition, Cloud Native Machine Learning, Explainable Machine Learning, Multivariate Statistics, Interactive Machine Learning
• B.S. in Mathematics, University of Warsaw, 2018-2021
  • Courses: Linear Algebra, Calculus, Probability Theory, Algorithms and Data Structures, Object Oriented C++, Data Bases, Data Mining, Time Series, Topology, Abstract Algebra

Work experience

• Senior NLP Specialist, NASK (National Research Institute), Oct 2022 - Jul 2024
  • Training and finetunning large language models (both in English and Polish)
  • Developing strategies for improving security of large language models
  • Developing methods for detecting CSAM (Child Sexual Abuse Materials) in narrative texts
  • Preparing literature overviews, writing papers, reviewing publications for conferences
  • Developing and maintaining internal tools for data processing and model evaluation
  • Preparing guidelines for data annotation (summarization, instruction generation, alignement, text classification)
  • Supervising technical teams (finetunning models, model alignement)
  • Member of AI Ethics Committee
• Python Engineer, Silver Bullet Solutions Sp. z o. o, Apr 2021 - Sep 2022
  • Developing GPT-based chatbot for a telecommunication company
  • Implementing tools for preparing textual data and processing them in the database
  • Fine-tunning transformer models for Named-Entity Recognition Task
  • Anonymization of sensitive data
  • Libraries: Pandas, Numpy, PyTorch, Transformers, Sklearn

Extracurricular activities and leadership experience

• Organizer, ML in PL Conference (Apr 2021 - Present)
  • Sponsorship Coordinator, Member of Speakers Team, Member of Recrutiment Team (2024)
  • Project Leader of ML in PL Conference 2023 (managing a team of 50 people)
  • Call for Contributions Team Officer – deciding which talks and poster will be chosen for conference (2022)
  • Organizer of the Student Research Workshop (about 150 participants). (2021)

Skills

• Languages: Polish (native), English (fluent), French (basic), German (basic)
• Programming: Python (PCAP-31-02 Certification) (advanced), C/C++ (intermediate), R (intermediate), SQL, Git, Docker, Slurm