My name is Marian Biermann and I am a Data Scientist

Data allows us to focus on the important aspects of a given problem or task, free from personal bias. Hence, working on a solution in a targeted and promising manner is much easier or even just made possible.

Without data you are just another person with an opinion - William Edwards Deming

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Experience

PREVIOUS OPPORTUNITIES TO GATHER KNOW-HOW AND TO REFINE MY SKILLS

 
 
 
 
 

Data Scientist

Westphalia Datalab GmbH

Nov 2019 – Present Münster, Germany
  • Automatization of the purchasing plans of fashion stores by forecasting sales and optimization of strategies of goods receiving and stock levels
  • Optimization of transportation networks and customer assignments to distribution centres for logistics providers
  • Optimization of routes of daily deliveries and transportations while respecting restrictions and constraints provided by the customer, including optimal strategies during peak times
 
 
 
 
 

Intern Data Science

Westphalia Datalab GmbH

Aug 2019 – Oct 2019 Münster, Germany
  • Intern in Data Science/Data Analytics
  • Working on projects in Data Analytics as a Sevice: Data preparation, collection of external data, data analysis and forecasting

Recent Posts

READ ABOUT THE MOST IMPORTANT AND THE MOST INTERESTING TOPICS IN DATA SCIENCE

Arminia Bielefeld had the best offence and the best defence of the 2019/20 season, Stuttgart dominated their games and Dresden had the worst offence. A comparison of various stats of second division teams.

Make ML models and data shareable and reproducible using Data Version Control (DVC). If you are already using Git for versioning your code then DVC is a must-have extension of your tool stack.

How were performance statistics in the German Bundesliga affected by Corona-caused break and by empty stadiums? Which clubs did profit, which did have a hard time?

Projects

Every problem has a simple solution. The mystery is the path between both. — Derek Landy

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Bundesliga in Numbers: Before and After the Corona-Restart [Project]

Here you can read about the technical implementation of the analysis, on which the eponymous article is based.

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