About Beata
As a natural language processing data scientist, I built projects involving purchasing behaviour and preventing the spread of fake news. My curiosity led me to not only develop end-to-end LLM products but also actively participate in tailoring solutions to business needs. Passionate about education, I actively contributed to its quality through teaching, mentorship and knowledge sharing. What drives me is seeing the result of my work being used and making a change. Freelancing runs in my blood, so let's dive into your project!
Polish
Native or bilingual
English
Fluent
Dutch
Basic
French
Basic
Can work on-site
Amsterdam (up to 50km)
Experience
- BeWork ManufacturingNLP Data ScientistDIGITAL AND ITFebruary 2023 - Today (3 years and 4 months)BeWork is a ticketing system, that allows for streamlining the fixes of defects and preventing future issues on manufacturing lines.-- Prototyping and designing ticket recommendation system based on the content (Python, hugging-face, Cohere, Google Colab, SQL)-- Setting up microservice and ML pipeline for ticket comparison (elasticsearch, Haystack, Docker, cloud)-- Advising on bringing AI solutions to production
- DigitalAudience.ioData ScientistPRESS AND MEDIAJanuary 2022 - November 2022 (10 months)Amsterdam, Netherlands-prototyping ML models and testing the data quality (Python)-setting up live dashboards with insights (PowerBI) for clients and internal usage-troubleshooting and improving the data flows (MS SQL, C#)
- University of GroningenTeaching AssistantJanuary 2021 - February 2022 (1 year and 1 month)Theory and practice of pattern recognition in domains such as image and speech analysis, computer vision, person identification, etc. The course presents various classification techniques, e.g. k-nn, LVQ, SVM, decision tree, ANN, CNN, GAN, and clustering, e.g. k-means, VQ, dendrogram, gap statistics. My work spanned from preparing the assignments and managing other TAs to grading students and advising them on their projects.->Learning from Data (MSc course). The course covered Machine Learning applied to textual data (NLP), including state-of-the-art transformer language models. I supervised weekly lab sessions and graded students' reports and code (Python).
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Education
- Master of ScienceUniversity of Groningen2021Master of Science - MS, Artificial Intelligence
- Bachelor of Science in Cognitive ScienceUniversity of Warsaw2017Bachelor's degree, Cognitive Science