Experience

Bitpanda

• Austria
• Financial Services
• 400 - 500 Employee

• Data Engineer

  • Mar 2022 - Present



Solgenium

• Austria
• Hospitals and Health Care
• 1 - 100 Employee

• Data Scientist

  • Jan 2021 - Feb 2022

  Vienna, Austria



Biology Centre CAS

• Postdoctoral Researcher

  • Feb 2020 - Jan 2021

  Vienna, Austria Worked in a university research group whose focus is on improving a bioinformatic pipeline for large-scale DNA sequencing data analysis. My specific project is centered on improving part of the pipeline for automatic detection of a particular type of repetitive DNA element, which has certain structural features. Currently, I am implementing a variational Bayesian approach to detect these features in the raw data.



Materna Radar Cyber Security

• Austria
• IT Services and IT Consulting
• 1 - 100 Employee

• Researcher

  • Mar 2019 - Dec 2019

  Vienna, Austria Development of research projects in the intersection of the fields of cybersecurity, machine learning and multivariate statistical analysis. Performed data pre-processing and exploratory analysis, for example, using dimensionality-reduction techniques, such as PCA and tSNE. Implemented various supervised and unsupervised statistical learning models, including Bayesian linear and logistic regression, Gaussian mixtures, Bayesian change-point detection, and neural networks such as… Show more Development of research projects in the intersection of the fields of cybersecurity, machine learning and multivariate statistical analysis. Performed data pre-processing and exploratory analysis, for example, using dimensionality-reduction techniques, such as PCA and tSNE. Implemented various supervised and unsupervised statistical learning models, including Bayesian linear and logistic regression, Gaussian mixtures, Bayesian change-point detection, and neural networks such as convolutional/recurrent neural nets and (variational) autoencoders. Used many of these methods to analyze time-series data and perform anomaly detection. Show less



University of Natural Resources and Life Sciences, Vienna (BOKU)

• Austria
• Higher Education
• 700 & Above Employee

• Postdoctoral Researcher

  • Feb 2018 - Mar 2019

  Austria Statistical analysis of large-scale population genomics data sets. Analysis of spatial genetic correlations to determine patterns of genetic variation associated with environmental/fitness variables (for example disease resistance) in wild relatives of a cultivated, economically-important crop plant. Results were used to improve breeding of the cultivated species.



University of Vienna

• Austria
• Research Services
• 700 & Above Employee

• Postdoctoral Researcher

  • Jun 2017 - Feb 2018

  Vienna, Austria Continued research conducted during PhD along with working on a couple new projects, which involved some international collaborations.

• Researcher PhD Student

  • Jan 2013 - Jun 2017

  Vienna, Austria Finished a PhD in Biology with a focus on bioinformatics and statistical analysis. Programmed bioinformatic pipelines for processing high-throughput DNA sequencing data and performing data analysis. See my researchgate account for details and publications.