Statistik, Bayesian Statistics, Machine Learning
Aktualisiert am 29.05.2020
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 29.05.2020
Verfügbar zu: 100%
davon vor Ort: 100%
R
Stan
Statistical Modeling
Statistik
Statistikanalyse
Stata
Data Wrangling
Datenvisualisierung
Data Visualization
Datenanalyse
Python
Machine Learning
SQL
Git
Dashboard
Julia
English
German
Spanish

Einsatzorte

Einsatzorte

Hamburg (+200km) Berlin (+10km)
möglich

Projekte

Projekte

10 Jahre 3 Monate
2014-01 - heute

Data analysis and statistical programming

Self-employed
Self-employed
Hamburg, Germany
1 Jahr 3 Monate
2016-10 - 2017-12

Literature review for course work

Research Assistant
Research Assistant
  • Literature review for course work
  • Formatting articles for journal submission
University of Hamburg Faculty of Business Economics and Social Sciences
Hamburg, Germany
2 Jahre
2014-10 - 2016-09

Compilation of an extensive dyadic panel dataset

Research Assistant
Research Assistant
  • Compilation of an extensive dyadic panel dataset on foreign direct investments and confounding variables used in published research
  • Conducting empirical analysis using gravity-type regression models
Ruhr-Universität Bochum Chair of International Economics
Bochum, Germany
9 Monate
2015-11 - 2016-07

Conducting an behavioural economics

Research Assistant
Research Assistant
  • Conducting an behavioural economics RCT with real eort tasks
  • Summarizing, visualizing, and analyzing collected experimental data
University of Hamburg DFG research project on distributional justice and procedures
Hamburg, Germany
7 Monate
2014-09 - 2015-03

Extracurricular tutorial - Social Choice andWelfare

Tutor
Tutor
Hamburg, Germany
7 Monate
2013-03 - 2013-09

Internship

  • Data analysis with focus on the European automotive market
  • Developing a methods guideline for practical application of factor models and regression analyses
HKM Gesellschaft für Marketingforschung & Beratung mbH
Hamburg, Germany
3 Monate
2011-02 - 2011-04

Internship

  • Quantification and evaluation of public disclosure measures
Ministry of Economic and Labor Aairs Department of European Funds for Regional Development
Hamburg, Germany
2 Monate
2009-08 - 2009-09

Internship

  • Organization and execution of campaign rallies during BTW2009
SPD Constituency Office Hamburg-Mitte
Hamburg, Germany
10 Monate
2008-08 - 2009-05

Compulsory Civilian Service

Senator for Education and Science
Senator for Education and Science
  • Assistance of physically and intellectually disabled children at an inclusive elementary school
Bremen, Germany

Aus- und Weiterbildung

Aus- und Weiterbildung

2016 - today

Doctoral Student in Economics
University of Hamburg, DFG Graduate School
Internationalization of the Law and its Economic Analysis

Doctoral Thesis (DFG Scholarship)
The Law and Economics of Foreign Direct Investment

  • Full Bayesian semi-parametric, hierarchical GLM estimation of FDI flows and stocks using dyadic panel data
  • Causal models for endogenous sample selection and missing not at random data to estimate heterogeneous eects of treaty clauses

2013 - 2016

MSc Politics, Economics, and Philosophy
University of Hamburg

MSc Thesis
Declining Price Anomaly in Dutch Rose Auctions Revisited

  • Replication study accounting for behavioural eects in Dutch auctions
  • Hierarchical Bayesian analysis to model individual bidder behaviour

2009 - 2013

BA Political Science and Economics
University of Bremen

BA Thesis
Mechanical and Psychological Eects of Electoral Systems in Western-European Democracies in the Interwar Period

  • Measuring the extend of strategic voting in merging democracies
  • Non-linear Regression to quantify party (dis-)advantage due to district magnitude and heterogeneity

2011 - 2012

Erasmus Exchange
Aarhus University, Aarhus, Denmark

2006 - 2008

Abitur
Freie Evangelische Bekenntnisschule Bremen

Kompetenzen

Kompetenzen

Top-Skills

R Stan Statistical Modeling Statistik Statistikanalyse Stata Data Wrangling Datenvisualisierung Data Visualization Datenanalyse Python Machine Learning SQL Git Dashboard Julia

Produkte / Standards / Erfahrungen / Methoden

PROFILE
I?m a quantitative social scientist passionate about hierarchical Bayesian modeling, especially in Stan. I strongly believe in the interplay of domain expertise trough informed priors and quantification of uncertainty through probabilistic reasoning. I love exploring data, building bespoke models, and visualizing key insights.

TECHNICAL

  • R
  • Stan
  • Python
  • Julia
  • SQL

SKILLS

  • DataWrangling
  • Statistical Modeling
  • Machine Learning
  • Data Visualization
  • Dashboarding

PACKAGES & TOOLS

  • tidyverse
  • RStan
  • cmdstanr
  • brms
  • mcgv
  • glmnet
  • Keras
  • tidymodels
  • tf.estimator
  • NumPy
  • Pandas
  • Git
  • tf.probability
  • caret
  • AWS
  • LATEX
  • ggplot2
  • Selenium
  • Regex
  • RMarkdown
  • Jupyter
  • Shiny

Einsatzorte

Einsatzorte

Hamburg (+200km) Berlin (+10km)
möglich

Projekte

Projekte

10 Jahre 3 Monate
2014-01 - heute

Data analysis and statistical programming

Self-employed
Self-employed
Hamburg, Germany
1 Jahr 3 Monate
2016-10 - 2017-12

Literature review for course work

Research Assistant
Research Assistant
  • Literature review for course work
  • Formatting articles for journal submission
University of Hamburg Faculty of Business Economics and Social Sciences
Hamburg, Germany
2 Jahre
2014-10 - 2016-09

Compilation of an extensive dyadic panel dataset

Research Assistant
Research Assistant
  • Compilation of an extensive dyadic panel dataset on foreign direct investments and confounding variables used in published research
  • Conducting empirical analysis using gravity-type regression models
Ruhr-Universität Bochum Chair of International Economics
Bochum, Germany
9 Monate
2015-11 - 2016-07

Conducting an behavioural economics

Research Assistant
Research Assistant
  • Conducting an behavioural economics RCT with real eort tasks
  • Summarizing, visualizing, and analyzing collected experimental data
University of Hamburg DFG research project on distributional justice and procedures
Hamburg, Germany
7 Monate
2014-09 - 2015-03

Extracurricular tutorial - Social Choice andWelfare

Tutor
Tutor
Hamburg, Germany
7 Monate
2013-03 - 2013-09

Internship

  • Data analysis with focus on the European automotive market
  • Developing a methods guideline for practical application of factor models and regression analyses
HKM Gesellschaft für Marketingforschung & Beratung mbH
Hamburg, Germany
3 Monate
2011-02 - 2011-04

Internship

  • Quantification and evaluation of public disclosure measures
Ministry of Economic and Labor Aairs Department of European Funds for Regional Development
Hamburg, Germany
2 Monate
2009-08 - 2009-09

Internship

  • Organization and execution of campaign rallies during BTW2009
SPD Constituency Office Hamburg-Mitte
Hamburg, Germany
10 Monate
2008-08 - 2009-05

Compulsory Civilian Service

Senator for Education and Science
Senator for Education and Science
  • Assistance of physically and intellectually disabled children at an inclusive elementary school
Bremen, Germany

Aus- und Weiterbildung

Aus- und Weiterbildung

2016 - today

Doctoral Student in Economics
University of Hamburg, DFG Graduate School
Internationalization of the Law and its Economic Analysis

Doctoral Thesis (DFG Scholarship)
The Law and Economics of Foreign Direct Investment

  • Full Bayesian semi-parametric, hierarchical GLM estimation of FDI flows and stocks using dyadic panel data
  • Causal models for endogenous sample selection and missing not at random data to estimate heterogeneous eects of treaty clauses

2013 - 2016

MSc Politics, Economics, and Philosophy
University of Hamburg

MSc Thesis
Declining Price Anomaly in Dutch Rose Auctions Revisited

  • Replication study accounting for behavioural eects in Dutch auctions
  • Hierarchical Bayesian analysis to model individual bidder behaviour

2009 - 2013

BA Political Science and Economics
University of Bremen

BA Thesis
Mechanical and Psychological Eects of Electoral Systems in Western-European Democracies in the Interwar Period

  • Measuring the extend of strategic voting in merging democracies
  • Non-linear Regression to quantify party (dis-)advantage due to district magnitude and heterogeneity

2011 - 2012

Erasmus Exchange
Aarhus University, Aarhus, Denmark

2006 - 2008

Abitur
Freie Evangelische Bekenntnisschule Bremen

Kompetenzen

Kompetenzen

Top-Skills

R Stan Statistical Modeling Statistik Statistikanalyse Stata Data Wrangling Datenvisualisierung Data Visualization Datenanalyse Python Machine Learning SQL Git Dashboard Julia

Produkte / Standards / Erfahrungen / Methoden

PROFILE
I?m a quantitative social scientist passionate about hierarchical Bayesian modeling, especially in Stan. I strongly believe in the interplay of domain expertise trough informed priors and quantification of uncertainty through probabilistic reasoning. I love exploring data, building bespoke models, and visualizing key insights.

TECHNICAL

  • R
  • Stan
  • Python
  • Julia
  • SQL

SKILLS

  • DataWrangling
  • Statistical Modeling
  • Machine Learning
  • Data Visualization
  • Dashboarding

PACKAGES & TOOLS

  • tidyverse
  • RStan
  • cmdstanr
  • brms
  • mcgv
  • glmnet
  • Keras
  • tidymodels
  • tf.estimator
  • NumPy
  • Pandas
  • Git
  • tf.probability
  • caret
  • AWS
  • LATEX
  • ggplot2
  • Selenium
  • Regex
  • RMarkdown
  • Jupyter
  • Shiny

Vertrauen Sie auf GULP

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

Fragen?

Rufen Sie uns an +49 89 500316-300 oder schreiben Sie uns:

Das GULP Freelancer-Portal

Direktester geht's nicht! Ganz einfach Freelancer finden und direkt Kontakt aufnehmen.