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Skills
I am a PhD candidate in economics with a focus on statistics, causal methods, machine learning and data visualisation.
I explicitly investigate the causal effect of different policy reforms using state-of-the-art causal estimators, including factor analyses, machine learning estimations and state-of-the-art multivariate visualizations. Among other things, I analyze the effect of permanent school closures in Germany. To this end, I analyzed administrative data sets from the federal states and coded them into a data set with several million data points. My PhD programme is always accompanied by further training in the latest methodologies, rhetoric and presentation skills and many other soft skills in order to be able to convey results to you in the best possible way.
My services include, for example
- Statistical econometric evaluations of data via Python and Stata, including multivariate correlation measures or machine learning
- Cleaning, consistency checks and visualisation of data
- Database maintenance and evaluations
- Support, creation, testing or evaluation of surveys
I have various certifications, ranging from qualitative and quantitative analyses to soft skills and rhetoric courses. I also have Part 1 of the CCNA IT certification. It is important to me that I can combine data analysis with the basics and understanding of a functioning IT infrastructure.
In the past, I have worked with private economic actors as well as with public institutions and politics.
Projekthistorie
11/2021
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bis jetzt
Research Associate, Data Analyst
Leibniz Institute for Educational Trajectories
(Öffentlicher Dienst, 500-1000 Mitarbeiter)
In my PhD program, I explicitly investigate the causal effect of different policy reforms using state-of-the-art causal estimators, including factor analyses, machine learning estimations and state-of-the-art multivariate visualizations. Among other things, I analyze the effect of permanent school closures in Germany. To this end, I analyzed administrative data sets from the federal states and coded them into a data set with several million data points. I am also responsible for overseeing survey and ensuring data consitencies for one of Germanys biggest provider of educational survey data
01/2015
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02/2019
Big Data Visualizations And Analysis Of Randomized Google Map Data
(Öffentlicher Dienst)
In the context of various seminars in my statistics focus, I have analyzed and visualized several million data points in the form of data frames and thus, integrated into various economic models, quantified the market power of Alphabet products. The respective analyses were carried out in Stata and R.
01/2018
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12/2018
Process Optimization and Cost Estimations of High-End Injection Molds
(Automobil und Fahrzeugbau, 500-1000 Mitarbeiter)
I was the first in the firm to independently create a database for the cost-approximation of high-quality injection moulds. For this purpose, I used SQL database queries for historical operating data as well as my own process recordings to quantify the optimal manufacturing costs of the tools and the resulting individual parts via OLS regressions, ARMA estimates and factor analyses. For this purpose I used Python, Stata and Microsoft SQL server.
01/2017
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12/2017
Market Anylsis of Germanys Housing Prices and Demand Elasticities
(Banken und Finanzdienstleistungen, 50-250 Mitarbeiter)
I analyzed the supply and demand of the largest German cities and derived models and recommendations for customers which prices adequately reflect the respective market. This included visualizations and quantitative estimates, as well as maintenance in CRM systems
