Iryna Borkivska
Data Scientist
Lviv, Lviv Oblast, Ukraine
Summary
👤
Senior🎓
Top SchoolIryna Borkivska is a data scientist with 9 years of experience based in Lviv, Ukraine, specializing in RAG approaches and end-to-end ML solutions for business metrics, forecasting, segmentation, and credit-risk modeling. At Avenga she combines exploratory data analysis, feature engineering and model tuning with production deployment on Azure and visual reporting in Power BI for portfolios of 400+ clients. Her background spans computer vision projects—ball and action tracking for sports, lightweight falling-object detection on edge cameras—and NLP topic/similarity pipelines, showing versatility across modalities. She is comfortable moving from research and prototyping to production pipelines (Databricks, Azure ML) and has practical experience automating cluster rules and interpretable models for targeted marketing and risk decisions. An unexpected strength is squeezing classical approaches into constrained environments (camera processors) while still delivering robust, deployable systems.
9 years of coding experience
3 years of employment as a software developer
Master's degree, Data Science, Master's degree, Data Science at Ukrainian Catholic University
Github Skills (29)
r7
reinforcement-learning7
forecast7
activation6
deep-learning6
machine-learning6
python6
pytorch6
forecasting5
caffe5
slack-bot5
discrete-mathematics4
smooth4
mathematics4
forecasts4
Programming languages (5)
Github contributions (5)
kateinua/term_project_test
Apr 2017 - Jun 2017
Contributions:41 pushes, 1 comment in 2 months
irazakharchenko/SkiPass
Dec 2017 - Jan 2018
Contributions:29 pushes, 1 branch in 2 days
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