Optimization of Truck Planning - Extension
Zalando SE
(Transport and Logistics, >10.000 employees)
Keywords
Skills
Programming Languages: C++, Python, MATLAB/Simulink,FORTRAN, MS Office
Software Tools and Frameworks: Git, Cmake, Doxygen, GAMS, Qt, Modelica, design patterns, automatic software tests
OS: Linux, Windows
Mathematical Optimization Software: Gurobi, CPLEX
Theoretical Background:
Dr.-Ing, M. Sc. and B. Sc. in Computational Engineering Science
Open-Source Code: https://git.rwth-aachen.de/avt-svt/public/AdvCutsCoopOPF
Software Tools and Frameworks: Git, Cmake, Doxygen, GAMS, Qt, Modelica, design patterns, automatic software tests
OS: Linux, Windows
Mathematical Optimization Software: Gurobi, CPLEX
Theoretical Background:
Dr.-Ing, M. Sc. and B. Sc. in Computational Engineering Science
- Advanced algebra, statistics, data science
- Software engineering
- Numerical Simulation and Optimization
- Process engineering and thermodynamics
Open-Source Code: https://git.rwth-aachen.de/avt-svt/public/AdvCutsCoopOPF
Project history
01/2023
-
Present
- Time series forecasting,
- Python,
- Data science,
- Parameter optimization
05/2023
-
04/2024
Electrical Grid Modelling - ENTSO-e CGMES
FGH GmbH
(Energy, water and environment, 50-250 employees)
- Implementation of ENTSO-e CGMES standards in software and tools for electricity grid planning.
- Software architecture
- Modern C++ for implementations
04/2024
-
04/2024
Development of a special heuristic for supply chain management software
Valantic GmbH & SAP SE
(Internet and Information Technology, >10.000 employees)
C++, Python
MILP
MILP
08/2022
-
12/2022
Optimization of Truck Planning
Zalando SE
(Transport and Logistics, >10.000 employees)
- Time series forecasting,
- Python,
- Data science,
- Parameter optimization
11/2018
-
12/2021
PhD student
Chair for Process Systems Engineering, RWTH Aachen University
(Energy, water and environment, 10-50 employees)
Research developing optimization algorithms for demand side management and smart electricity grids
Software development in C++ and MATLAB
Leading a team of software development assistants
Software development in C++ and MATLAB
Leading a team of software development assistants
02/2021
-
03/2021
Expert for optimization algorithms
thyssenkrupp Industrial Solutions
(Industry and mechanical engineering, >10.000 employees)
External support in a numerical optimization project
- Analysis of existing model
- Development of several approaches to extend model
- Implementation of promising approaches, software testing and documentation
Local Availability
Open to travel worldwide
Per default, I work remotely.
Exceptions possible upon consultation, e.g. at beginnig, end, or important milestones of projects. Then, a couple of weeks onsite are possible worldwide.
Other
check out references from my former clients: https://www.bluebirdoptimization.com/#references
