Imola Csoka
About
Detail
Senior Data Scientist | SQL • Python • Databricks • Snowflake | Generative AI & Machine Learning
Győr, Hungary
Résumé
Jobs
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Senior Data ScientistSherpanyNov 2025 - Current (1 year)I develop data-driven solutions that support Sherpany’s growth strategy, leveraging SQL, Python, Databricks, Snowflake, and GenAI-assisted development workflows across Salesforce CRM, product, and external company data. My work includes building statistical and machine learning models, applying LLM-powered text analytics, identifying cross-sell and product-led growth (PLG) opportunities, and delivering actionable insights through close collaboration with cross-functional teams.- LecturerCentral European UniversitySep 2024 - Current (2 years 2 months)Instructor for the courses:
- Data Analytics 3 (MS Business Analytics). Prediction, machine learning, model evaluation with Python.
- Data Science 1 (MS Business Analytics). Introduction to the command line, git, reproducible project setup.
- Coding for Economists (MA Economics, Data, and Policy). Programming in Stata and Python, version control with git, introduction to the command line.
- Discovering Discrimination with Data (MS Business Analytics). Biases, hypothesis testing, regression in a card game format. - Data Science and AI SpecialistAUDI HUNGARIA ZrtSep 2024 - Jul 2025 (11 months)As Head of AI Lab, I oversaw the centralization, coordination, and support of data science and artificial intelligence initiatives across the company. We built a portfolio of 30+ use cases and established a standardized process from idea to POC and implementation, where I offered internal consultancy in data science topics (data analytics, ML, DL), and contributed to the development of use cases in Python. Additionally, I provided technical guidance to a team working on AI portfolio management, infrastructure, governance, skill development, partnerships and strategy.
- Data Scientistlogdynamic GmbHMar 2023 - Aug 2024 (1 year 6 months)Business analytics, supply chain analytics.
- Researcher and LecturerJohannes Kepler Universität LinzJun 2021 - Sep 2024 (3 years 4 months)Contributed to data-intensive research and teaching at the Department of Economics.
- Built and analyzed large administrative datasets for research on gender gaps in job ads (data engineering, EDA, regression, reporting, literature review).
- Austria country team member for SHARE: data quality management, automated reporting in Stata, and analysis of mental health and malnutrition of the 50+ population during COVID-19 using multinomial logistic regression.
- Taught programming, data management, visualization, and economic data analysis (Stata, Git) in the MSc Economic and Business Analytics program. - Data AnalystCentral European UniversityMar 2019 - May 2023 (4 years 3 months)Data-driven research and teaching at the Department of Economics and Business, MicroData research group.
- Analyzed firm buyer–supplier networks and built visualizations for survey research.
- Supported Review of Economic Studies data editorship (replication in Stata, Python, R, Matlab; reproducibility guidance).
- Teaching assistance and curriculum development for Executive MBA and MSc Business Analytics (statistics, regression, ML).
- Built GitBook/GitHub resources and delivered GitHub training for colleagues. - ResearcherCorvinus University of BudapestSep 2017 - Jan 2019 (1 year 5 months)Department of Statistics.
I prepared research materials, analysis, publications and attended conferences related to the project about wellbeing and the future of work. - LecturerCorvinus University of BudapestJan 2016 - Jun 2019 (3 years 6 months)Courses: Staistics I, Statistics II. Content: descriptive statistics, hypothesis testing, regression. Coursework in Excel.
Education
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- EconomicsCentral European UniversityJan 2019Visiting student, PhD in Economics
- PhD, Economics and Business InformaticsCorvinus University of BudapestJan 2017 - Feb 2024 (7 years 2 months)
- Master's degree, International Business and EconomicsCorvinus University of BudapestJan 2015 - Jan 2017 (2 years 1 month)
- Bachelor's degree, Applied EconomicsCorvinus University of BudapestJan 2011 - Jan 2015 (4 years 1 month)
- RRévai Miklós Gimnázium és KollégiumRévai Miklós Gimnázium és KollégiumJan 2005 - Jan 2011 (6 years 1 month)
Awards
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- MArany Dániel National Mathematics Competition 1.Mar
- MNew National Excellence Program (ÚNKP)Ministry for Culture and Innovation in Hungary
- JHungarian National Handball Cup 1.JunAs a handball player at Győri Audi ETO
- H„Outstanding student and sportsmen of the Hungarian Republic”Hungarian Ministry of National ResourcesAward of the Hungarian Republic that honors students who have succeeded prominent achievement in sports and studies as well.
- CResearch Excellence ScholarshipCorvinus University and Central Bank of Hungary
- MOlimpic distance triathlon national championship 2. (AG)Magyar Triatlon Szövetség
- MNational Scientific Students’ Association (OTDK) 2nd placeMayResearch paper: Environmental Effects of Free Trade – NAFTA case study.
- Kocsis Éva Prize - Statistics DepartmentCorvinus University of BudapestFor outstanding performance in teaching, research and educational activities at the Faculty of Economics for several years.