My name is Florian Wilhelm and I am a Data Scientist living in Cologne, Germany.
I studied mathematics at the Karlsruhe Institute of Technology (KIT) with a focus on numerical mathematics and computer science as a subsidiary subject. After my studies, I worked on Parallel Preconditioners for an Ocean Model in Climate Simulations and graduated from university (KIT) with a PhD degree. Main focus of my work was the mathematical modelling of the governing equations of fluid dynamics in order to optimally solve them with the help of high-performance computing (HPC) on a large-scale cluster.
As Head of the Research Lab for Application and Innovation at the Institute of Applied and Numerical Mathematics, I worked in several industry-funded projects and supervised bachelor and master students.
After my postdoctoral position I started as a Data Scientist at Blue Yonder, the leading provider of AI solutions for retail. Right now I enjoy working on innovative Data Science projects with experts every day at inovex. With more than five years of project experience in the field of Predictive & Prescriptive Analytics and Big Data, I have acquired profound knowledge in the domains of mathematical modelling, statistics, machine learning, high-performance computing and data mining.
For the last years I programmed mostly with the Python Data Science stack (NumPy, SciPy, Scikit-Learn, Pandas, Matplotlib, Jupyter, etc.) to which I also contributed several extensions. Due to my participation in many industry projects, I have also gained experience in the Hadoop stack including Hive and Spark as well as R.