Iryna Yevdokymova
Supervisor Of Master S Theses at SET University
Bratislava, Region of Bratislava, Slovakia
Summary
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Rockstar🎓
Top SchoolIryna Yevdokymova is a pragmatic data scientist and NLP engineer with eight years of experience applying ML across FinTech, AdTech and real estate domains. She has delivered end-to-end solutions—from data pipelines, Dockerized deployments and scheduling to model evaluation and uplift estimation—while mentoring teams and supervising master’s theses. Her work spans classic models (random forest, logistic regression) and modern transformer-based NLP for multilingual and low-resource languages, including production fine-tuning for database enrichment. In AdTech she tackled audience segmentation, pacing statistics and automation of campaign insights presented via user-facing UIs. She has also built LangChain-based assistants and text2SQL tooling, reflecting a strong interest in making advanced NLP accessible to product teams. Based in Bratislava, she pairs hands-on engineering with teaching and mentoring, often turning research prototypes into maintainable services.
8 years of coding experience
11 years of employment as a software developer
Master's degree Document Management and Information Activities, Master's degree Document Management and Information Activities at Donetsk National University
English, Ukrainian, Russian
Github Skills (19)
face-detection10
face10
docker-compose10
facial-recognition10
facenet10
face-recognition10
face-identification10
docker9
factorization9
rest-api9
computer-vision9
statistics8
machine-learning7
scalable6
high-performance6
Programming languages (2)
Github contributions (5)
iamrinni/chat-bot-experiments
Oct 2023 - Apr 2024
Contributions:3 pushes, 4 branches in 5 months
iamrinni/xlearn
Nov 2019 - Nov 2019
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
Contributions:2 commits, 9 pushes, 3 branches in 1 day
scalablepythondata-sciencefactorizationlinear-model
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