Background
This page offers only a short overview of my professional background and interests. For a more detailed information please see my CV:
Centres of interest
- Individual Behaviour Modelling and Consumer Choice Analysis
- Discrete Choice Modelling (DCM) and Classification
- Preference Studies
- Econometrics
- Machine Learning (ML)
- Workflow Management and Automation
- R programming
Professional experience
- 2020 - now
- Grenoble Applied Economics Lab (GAEL), Grenoble Optimisation and Operations Research Lab (G-SCOP), University Grenoble Alpes (UGA), Grenoble INP
- Exploration of Discrete choice Models performance metrics
- Data analysis procedures performance comparison framework creation
- Model performance assessment and model selection
- Discrete choice modelling and classification for mode choice analysis and general consumer behaviour exploration
- 2022 - 2023
- Data Intelligence Laboratory (LID), Polytechnic de Montréal
- Unstructured interviews on data analysis procedures in scientific community and industries
- Web-scrapping and automated data collection
- 2020
- GAEL, Grenoble Informatics Laboratory (LIG), Multidisciplinary Institute in Artificial Intelligence (MIAI), GDR MADICS: Platform, UGA
- Consumer Choice and Preference Modelling with Discrete Choice Models
- Classification methods for individual choice analysis
- Machine Learning for economics and interpretable consumer behaviour analysis
- 2019
- GAEL, RESMOB IDEX, UGA
- Identification of network effects with Discrete Choice Models for individual decision making
- Network and spatial classification and choice models
- 2018
- Analytics Centre of Russian Federation Government
- Industry trends macroeconomic analysis
- Exchange rates macroeconomic trends predictions
Teaching
- 2023 - 2024
- Grenoble INP, Industrial Engineering
- Data analysis for Industrial Engineering (2A)
- Data engineering and automated learning
- Smart Analytics
- Informatics and Programming with Python (1A)
- Mathematics and Probabilities (1A)
- Statistics (1A)
- 2023
- Grenoble INP, Ensimag
- AI Summer School, Discrete Choice Modelling for Consumer Choice Analysis
- 2021 - 2022
- Univ. Grenoble Alpes, Faculty of Economics and Management (FEG)
- Econometrics 3, Discrete Choice Analysis (M2 BDA)
- Advanced Econometrics, Interpretable Machine Learning for consumer behaviour analysis (M2 BDA)
- 2021 - 2022
- Grenoble INP, Industrial Engineering (GI)
- Analyse des Données pour les métiers du Génie Industriel (2A)
- Travaux d’Étude et de Recherche (TER, 2A)
- Statistics (1A)
- 2021 - 2022
- Grenoble INP, Industrial Engineering (GI)
- Travaux d’Étude et de Recherche (TER, 2A)
- Statistics (1A)
Studies
- 2020 - now
- PhD in Economics at UGA, EDSE, CDD provided by UGA
- 2018 - 2020
- Master in Economics at UGA, FEG, IDEX scholarship
- 2016 - 2018
- Licence in Economics at UGA, FEG, IDEX scholarship
- 2014 - 2018
- Bachelor in Economics at Russian Foreign Trade Academy (RFTA), Russian Federation state scholarship
- before - 2014
- School 179 of Moscow Institute of Open Education, Natural Science profile
Languages
- French (C1)
- DALF C1 (2018), DELF B2 (2018)
- English (C1)
- CAE C1 (2015), LCCI C1 (2016)
- Russian
- Native speaker
- Italian (B2)
- Universita per Stragnieri di Perugia certificate C1 (2017)
- Spanish (B1)
- No official grading certificate
- Latin (A2)
- No official grading certificate
Informatics
- Data Science and Everyday Use
- R, Python, Julia
- Econometrics and Data Analysis
- R, Python, SAS, Stata, Gretl, Analyzer
- Data Management
- SQL,
tidyverse,pandas - Web
- Hugo, HTML, CSS
- Other
- Sphinx, LaTeX, Markdown, Git