Irina obtained her M.Sc. degree at the Department of Informatics and Applied Mathematics at Saint-Petersburg National Research University of Information Technologies, Mechanics and Optics (Saint-Petersburg, Russia). Her M.Sc. dissertation was carried out on the topic “Developing Methods for Analyzing Business Processes with the use of R Language”.
She obtained her master’s degree in 2018. During and after her studies she worked as Senior IT Consultant at KPMG (from 2017 till 2021) and then as Process Mining Expert/Knowledge Management Lead at DataLane (from 2021 till 2024). She also has a lecturing and teaching experience in university and business setups.
Currently, she started as a Ph.D. student at Eindhoven University of Technology – Data Science
Domain – Process Analytics cluster. Irina works on the Process Mining project under the supervision of Felix Mannhardt and Boudewijn van Dongen.
| Position: | PhD-TA |
| Room: | MF 7.062 |
| Tel (internal): | |
| Links: | |
| External links: | TU/e page |
Recent courses
- Foundations of Data Analytics (2IAB1) 2024-2025 - General learning goals Use basic statistical concepts and techniques and perform appropriate statistical testsChoose and apply suitable visualization techniquesAnalyze and model data using linear regression, clustering, decision tree mining and association rules learningRead and make simple database schemes and simple queries to a database.Clean data, choose and apply data transformations, data reduction, and data discretizationUnderstand, Read More ...