Over 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!
Pools
Tweetalig / moedertaal
Engels
Vloeiend
Nederlands
Basiskennis
Frans
Basiskennis
Kan op locatie werken
Amsterdam (tot 50km)
Werkervaring
- BeWork ManufacturingNLP Data ScientistDIGITAAL BUREAU & IT-CONSULTANCYfebruari 2023 - Vandaag (3 jaren en 4 maanden)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 ScientistPERS & MEDIAjanuari 2022 - november 2022 (10 maanden)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 Assistantjanuari 2021 - februari 2022 (1 jaar en 1 maand)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).
Aanbevelingen
Wees de eerste die Beata aanbeveelt
Help deze freelancer om te schitteren door te vertellen hoe het is om met hem of haar te werken.
Deze freelancerprofielen matchen ook met zoekopdracht.
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Opleidingen
- Master of ScienceUniversity of Groningen2021Master of Science - MS, Artificial Intelligence
- Bachelor of Science in Cognitive ScienceUniversity of Warsaw2017Bachelor's degree, Cognitive Science