About
Jan Teichert-Kluge
Research Associate / PhD Student (Statistics with Application in Business Administration and Data Science)
About Me
I am currently a Research Associate and PhD Student at University of Hamburg, focusing on Statistics with Application in Business Administration and Data Science. My work is primarily centered around Machine Learning, Deep Learning, and Causal Inference.
Contact Informations
Education
University of Hamburg, Department of Statistics
Hamburg, Germany
Ph.D., Statistics
Jun 2023 - Present
- Focus Areas: Semiparametric Models, Causal Inference, Deep Learning & Machine Learning
University of Hamburg / Hamburg University of Applied Science
Hamburg, Germany
M.Sc., Industrial Engineering
Oct 2020 - May 2023
- Thesis: “Causal Machine Learning with Deep Learning approaches” (Grade: 1.0)
- Focus Areas: Data Science & Machine Learning (Business focus), Energy Engineering (Technical focus)
- Graduation Grade: 1.4
University of Hamburg / Hamburg University of Applied Sciences
Hamburg, Germany
B.Sc., Industrial Engineering
Oct 2016 - Sep 2020
- Thesis: “Development and Construction of a Stabilized and Extended Quadcopter” (Grade: 1.0)
- Graduation Grade: 2.0
Detlefsengymnasium
Glückstadt, Germany
High School Diploma Aug 2008 - Aug 2016
- Graduation Grade: 2.0
Experience
University of Hamburg, Department of Statistics
Hamburg, Germany
Research Associate Jun 2023 - Present
- Teaching (tutorials) includes: Introduction to Statistics 1 and 2, Machine Learning in Business, Introduction to Mathematics
- Research includes: Estimation of Causal Effects with Multimodal Data, Double / Debiased Machine Learning for Applications in Marketing, Software Development, Simulation Studies, Model Selection, Case Studies
Philips Medical Systems DMC GmbH
Hamburg, Germany
Working Student - Data Science
Aug 2022 - May 2023
- Responsibilities include: Creating reports using Power BI, Data transformation and analysis with Python / PySpark in Azure Databricks, Data preparation and provisioning in SQL Views in Azure Synapse, Machine Learning (incl. AutoML and Spark ML)
Siemens Gamesa Renewable Energy GmbH & Co. KG
Hamburg, Germany
Working Student - Administrative Business Intelligence
Feb 2021 - Jul 2022
- Responsibilities include: Regular KPI meetings for optimization of deployment planning, various IT projects in Automation / Digital Transformation, Data management (SQL, MS365), Automation of MS365 (Outlook, Excel, Access) with Python, and Data Science projects.
Berufliche Schule Uferstraße Hamburg
Hamburg, Germany Mathematics Teacher - Support Course Mar 2019 - Aug 2020
Skills
Technical Skills
- Python: Automation, Regular Expressions, APIs, Data Science, Machine Learning, Deep Learning, Object-oriented programming, Library and module creation
- SQL: Queries, Transformation, Aggregation, Calculations, (Recursive) CTEs
- C / C++: Software development, In System Programming
- R: Statistics, Visualizations
- Power BI: Data preparation with DAX, Creation of Reports, Dashboards, Paginated Reports, Publishing and Management of Reports in Power BI Service
- Microsoft 365: Excel / VBA, Access, PowerPoint
- Azure: Databricks, Synapse Analytics, Data Lake Storage, SQL
Soft Skills
- Communication: Communicate ideas, findings, and updates with colleagues
- Collaboration: Work cooperatively with team members, share knowledge and resources
- Critical Thinking: Capacity to critically analyze information, evaluate research methodologies, and identify potential biases or limitations in data interpretation
Organizations
Student Council Industrial Engineering (HWI)
Hamburg, Germany
Elected Chairman of the Board Oct 2020 - Oct 2022
- Representation of > 750 students, Management of the student council (≈ 30 students), Organization of larger events (> 150 participants)
Student Council Industrial Engineering (HWI)
Hamburg, Germany
Member
Oct 2018 - Oct 2020
- Exchange with other students, Project group communication, Organization of smaller events (< 100 participants)
Awards
Hauke-Trinks-Award 2020 (2nd Place)
Northern Institute of Technology Management