Biostatistician

12/2016 – offen

Machine learning - introduction of a data driven approach
to develop the company's first functional credit
assessment tool using regularized regression and
gradient boosting techniques.
Cash Flow Prediction - Forecasting future cash flow using
time series techniques.
Data Warehousing - Spearheaded the creation and ETL
maintenance of a new data warehouse providing
reporting and information access to the company.
A/B Testing - Statistical evaluation of results from
experiments.
Data Analytics - Leveraged analytics to drive business
developments, process improvements, and areas of
portfolio improvements.

R (Programmiersprache), SAS (Software), Statistik (allg.)

10/2014 – 12/2016

Statistical Modeling – Use of Linear Mixed Modeling approaches
to experimental outcome evaluation. Independent Component
Analysis modeling for artifact rejection in electrophysiological
data. The development of R scripts for general use within the
research group.
Collaborated on a project using exploratory and confirmatory
factor analysis on epidemiological survey data about pain
acceptance in patients with chronic pain, with the
Mühlenbergklinik, Bad Malente.
Teaching – Teaching a semester class on applied cognitive
neuroscience, involving both theoretical and hands on
practical explanations of neurocognitive research techniques.

R (Programmiersprache), SAS (Software), Statistik (allg.)

12/2007 – 12/2013

Statistical modeling - Inferential statistical modeling with
experimental data using mean comparison approaches such as
ANOVA and t-tests, as well as regression modeling.
Research activities - Conducting and coordinating multiple
research projects in language and memory and bilingualism.
Programming - Building stimulus delivery and experimental
control scripts.

IBM SPSS Statistics, R (Programmiersprache), Statistik (allg.)