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At InsightOut, we are driven to profoundly understand our client’s business model and tirelessly work to optimize its potential.
AT A GLANCE
Current (Sep 2019): Data Scientist at InsightOut Analytics
Developing Machine Learning and AI algorithms for business solutions in various fields. Applications include Shiny Dashboards, Data Pipelines, Map Reduce and a wide range of Regression based analyses
Current (Jan 2016): PhD candidate / Research fellow at Osnabrück University
Main tasks involve academic research and teaching. The research focuses on a variety of fields including economic growth, bank bailouts and herding behavior in speculative markets applying techniques such as Multivariate Regression, Clustering, Neural Networks, Web Scraping and Spark on AWS. Teaching concentrated on subjects in macroeconomics and building computational notebooks with R.
Oct 2015 – Jan 2016: Intern at HSBC
Constructing, estimating and deploying a forecasting model for German monthly industrial production based on ARMAX modeling techniques.
Aug 2013 – Oct 2013: Intern at German Council of Economic Experts
Cross-Country econometric analysis of the relationship between economic growth and employment. Further, analysis and visualization of migration to Germany
Jul 2012 – Jul 2013: Research Assistant at Centre of European Economic Research (ZEW)
Research and analysis of selected economic forecasts for Germany from banks and institutions. Results of these activities have been published in the monthly German newspaper Börsenzeitung.
Aug 2013 – Oct 2013: Volunteer at Vision Jeunesse Nouvelle, Rwanda
Holding football/basketball trainings and teaching English to children in a youth center.
Ongoing (Jan 2016): PhD candidate at Osnabrück University
Thesis: “3 Essays in Economics”
Oct 2013 – Oct 2015: Master of Science in Economics at University of Bonn
Thesis: “The Effect of FIN 48 on Equity – An Event Study Approach”
Sep 2010 – Sep 2013: Bachelor of Science in Economics at University of Mannheim
Thesis: “Migration from Spain to Germany in the Wake of the Financial Crisis”
Jun 2009: Lichtenberg Gymnasium Cuxhaven, Abitur
Computer skills: R, Shiny, Python, Linux, Git, Spark, AWS, LaTeX
Algorithms: various types of linear regressions, logit/probit models, event study
InsightOut Analytics is a consulting firm for Data Science, Machine Learning & AI.
We develop complete business solutions which enable our clients to stay competitive in their industries by taking data-driven decisions.
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