Experience

University of Zurich, Epidemiology, Biostatistics and Prevention Institute

• Switzerland
• Higher Education
• 1 - 100 Employee

• Postdoctoral Researcher

  • Oct 2022 - Present

  Conducting research on applications (individual participant data meta-analysis, longitudinal analysis, regression analysis of interval-censored time-to-event outcomes, predictive modeling) and methodological extensions (mixed effects, penalized additive terms) of transformation models. Implementing the statistical framework in R.

• Doctoral Researcher

  • Oct 2019 - Sep 2022

  My PhD research focused on extending the transformation model methodology to correlated data settings and implementing the resulting model class in R.



Roche

• Switzerland
• Biotechnology Research
• 700 & Above Employee

• Intern - Biostatistician

  • Aug 2018 - Dec 2018

  Explored the utility of data from a smartphone app as digital biomarker for Alzheimer’s disease. Explored the utility of data from a smartphone app as digital biomarker for Alzheimer’s disease.



Dependable Analytics

• Hungary
• Information Services

• Freelance Data Scientist

  • Jul 2017 - Dec 2017

  Modeled customer churn using Cox regression with time varying covariates. Modeled customer churn using Cox regression with time varying covariates.



EMIS Insights

• United Kingdom
• Information Services
• 1 - 100 Employee

• Freelance Research Analyst

  • Jan 2016 - Dec 2016

  Write reports on main sectors of the Hungarian economy (banking and insurance, agriculture). ● Collect data, analyze information on industry trends, business outlook, market participants and competition. ● Create reports to present key findings in a structured, concise manner. Write reports on main sectors of the Hungarian economy (banking and insurance, agriculture). ● Collect data, analyze information on industry trends, business outlook, market participants and competition. ● Create reports to present key findings in a structured, concise manner.



Magyar Nemzeti Bank

• Hungary
• Banking
• 400 - 500 Employee

• Economist

  • Jan 2008 - Jan 2014

  Developed and maintained econometric and forecasting models to analyze the stability and behaviour of the banking system, produced regular forecasts, contributed to applied research projects, wrote sections of periodic reports. Key Accomplishments: ● Managed the preparation of regular forecasts on lending activity of the Hungarian banking sector, presented the results to internal audience of experts and decision-makers. ● Implemented (in Matlab) and improved the methodology of credit forecasts, documented new methodologies. ● Estimated advanced econometric models (Bayesian panel data model, dynamic factor model) to analyze post-crisis behavior of the banking system. ● Identified vulnerabilities of the Hungarian banking system using stress testing methodology; modeled the effects of adverse macroeconomic scenarios on corporate credit risk; contributed to the development of the macroprudential stress testing framework of the Central Bank. ● Performed ad-hoc statistical analyses on large, complex datasets (bank level regulatory data, aggregate macroeconomic time series, financial data etc.) to support regulatory decisions. ● Member of the Macroprudential Research Network (MaRs) of the European Central Bank with a research project on estimating the effect of credit supply shocks on the macroeconomy. ● Research projects in empirical banking, macroeconometrics, and forecasting. Co-authored research papers, presented findings in scientific conferences and in-house research forums. ● Became the department’s resident expert in data analytic and scientific programming questions. Show less



Corvinus University of Budapest

• Hungary
• Higher Education
• 700 & Above Employee

• Teaching Assistant

  • 2004 - 2008

  Introduction to Econometrics: ● Held seminars and consultations. ● Taught computer lab sessions (Eviews). Introduction to Econometrics: ● Held seminars and consultations. ● Taught computer lab sessions (Eviews).



ECOSTAT Institute for Strategic Research of Economy and Society

• Budapest

• Economist

  • Mar 2006 - Dec 2007

  Wrote short analyses and prepared graphs and tables for the periodic reports of the Institute, contributed to economic modeling with methodological and technical support. Key Accomplishments: ● Developed, in a team of 8, a model to simulate income tax changes on a large dataset (microsimulation). ● Designed and implemented in SAS a data preprocessing module for the tax simulation framework. Wrote short analyses and prepared graphs and tables for the periodic reports of the Institute, contributed to economic modeling with methodological and technical support. Key Accomplishments: ● Developed, in a team of 8, a model to simulate income tax changes on a large dataset (microsimulation). ● Designed and implemented in SAS a data preprocessing module for the tax simulation framework.



Budapest Bank (GE Capital)

• Budapest

• Intern

  • Jul 2005 - Jan 2006

  Researched new approaches for modeling consumer credit risk. Key Accomplishments: ● Consulted on methodological issues with credit risk experts. ● Suggested and outlined a structural credit risk model. Researched new approaches for modeling consumer credit risk. Key Accomplishments: ● Consulted on methodological issues with credit risk experts. ● Suggested and outlined a structural credit risk model.