About Julia Efremova
a PhD candidate at the Department of Mathematics and Computer Science at Eindhoven Univercity of Technology (Tu/e) under the supervision of Dr. Toon Calders and Prof. Paul de Bra, specialized in data mining, machine learning, natural language processing, working with a large collection of unstructured cultural heritage data provided by the Brabant Historical Information Center.
Main research interests are: large scale entity resolution, probabilistic models, knowledge extraction, graph mining, uncertain graph mining, text mining, computational linguistics, lexical semantic, automatic, social network analysis, links prediction, active learning, pattern recognition.
Education
Eindhoven University of Technology, Eindhoven, The Netherlands. Doctoral Candidate (PhD).
Bauman Moscow State Technical University, Moscow, Russia. Master’s degree in Information Processing and Control Systems.
Bauman Moscow State Technical University, Moscow, Russia. Master’s degree in Financial Management.
Bauman Moscow State Technical University, Moscow, Russia. Bachelor’s degree in Information Processing and Control System.
Honors
A recipient of a grant from MODAP-MOVE for the Summer School on Privacy-aware Social Mining, 2012.
Previous working experience
Neoflex Consulting, Moscow, Russia
Business Analyst
Worked in the Business Intelligence (BI) practice for the banking sector, participated in the development of IFRS Reporting System for VTB-Bank and Sviaz-Bank.
DeltaCredit Bank, Moscow, Russia
Senior IFRS Specialist
Transformation, consolidation, disclosure of financial statement. Calculation and reporting adjustments under IFRS on a monthly basis.
Ernst & Young (CIS) B.V., Moscow, Russia
Consultant
Technology Media Telecommunication Business Advisory Service. Specialized in providing services to telecommunications companies in assessment of existing billing processes for the main Russian mobile network operators.