HiHi, I'm Dominika.

Projects

• 2026PARS: Personalized Adaptive Recommendation SystemA recommender for small businesses that keeps users safe and optimizes for their long-term benefit.Recommender systemsLLMsEvaluation
• 2026Personalized learning with HRMA math-video recommender with two engines, and what re-checking the results showed.Recommender systemsLLMsEvaluation
• 2026Pollinator Identification: building an AI challengeDesigning a fair machine learning challenge for recognizing pollinators in camera footage.Computer visionEvaluationML challenge
• 2026DRAW: teaching a network to draw step by stepAn ablation of DRAW's attention on MNIST, EMNIST and Omniglot.Generative modelsPyTorchAblation study
• 2026Inpainting forgery detection and localizationZero-shot evaluation of PSCC-Net for detecting and localizing AI inpainting on the TGIF dataset.Computer visionImage forensicsEvaluation
• 2025Predicting hospital readmission for diabetic patientsPredicting 30-day readmission for diabetic patients, evaluated the way a hospital would use it.Machine learningTabular dataEvaluation
• 2025Bird monitoring in MartiniqueTwelve years of bird counts, separating real trends from changes in observer effort.StatisticsBootstrappingEcology
• 2025Dialogue summarizationFine-tuned BART against a TF-IDF baseline for summarizing dialogues on the DialogSum corpus.NLPTransformersEvaluation

Experience

• May – Jul 2026

  AI Intern, BlueAI

  Built LLM-based recommendation pipelines: LLMs process user context, infer preferences and generate personalized recommendations.

• Jan – Apr 2026

  Research training, Paris-Saclay University

  Modeling the Dynamics of Learning: Comparing Three Architectures of Artificial Cognition

• Nov 2025 – present

  IB Mathematics Tutor, Self-employed, online

  Tutoring IB Mathematics HL & SL.

Education

• Sept 2025 – present

  MSc Computer Science (AI track), Paris-Saclay University

  Grade 16.3/20

  Coursework incl. Deep Learning, NLP, Information Retrieval, Fairness in AI, Large-Scale Distributed Data Processing.

• 2021 – 2025

  BSc Artificial Intelligence, University of Groningen

  Grade 8.3/10

• Jul 2024 – Jan 2025

  Exchange semester, Chulalongkorn University, Thailand

  Data visualization (Power BI); led an international team.

Awards & publication

• 2026

  MixtAI Scholarship, DataIA

• 2026

  Women in Computer Science Scholarship, Bending Spoons

• 2025

  Statistical learning of tones and syllables in non-tonal speakers

  Publication in Contributions to General & Comparative Linguistics, Issue 14

• 2024

  Women in Big Data Scholarship, DataCamp

About

Hi! I'm Dominika. I grew up in Poland, did my bachelor's in the Netherlands, spent a semester in Bangkok, and now I live in Paris. For most of my life I've played badminton, seriously enough to become Polish junior champion and play for the national team. These days I also climb, solve Rubik's cubes, and travel. I'm always up for a cup of tea and a chat.