Felix Fiedler
Senior Software Engineer at Carrier
Berlin Metropolitan Area Germany
Summary
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Rockstar🎓
Top SchoolFelix Fiedler is a Senior Software Engineer based in Berlin with eight years of experience building data-driven control systems for residential energy management. He holds a PhD in Machine Learning and Advanced Control Engineering and specializes in bridging research-grade model predictive control, uncertainty-aware decision making, and production-scale software. At Carrier he architects algorithms and software that turn buildings into active partners for a decarbonized grid, drawing on a strong background in system identification, optimization, and sensor-fusion from his PhD work. An active open-source contributor, he helped redesign the do-mpc Python toolbox by introducing a C++-backed structure and richer model/optimizer abstractions. Known for pairing rigorous academic methods with practical engineering, he also co-created university courses on ML for engineers and advanced process control.
8 years of coding experience
5 years of employment as a software developer
Chemical Engineering, Chemical Engineering at National Taiwan UniversityMaster's degree, Chemical Engineering, Master's degree, Chemical Engineering at Technische Universität Berlin
English, German, French
Github Skills (10)
backend10
casadi10
back-end-development10
python10
algorithms8
data-structures8
algorithm8
data-structure8
cprogramming-language5
c-language5
Programming languages (6)
Github contributions (5)
do-mpc/do-mpc
Nov 2019 - Jan 2023
Model predictive control python toolbox
Role in this project:
Backend Developer
Backend DeveloperContributions:18 releases, 12 reviews, 788 commits in 3 years 2 months
Contributions summary:Felix added a concept for a new do-mpc version, introducing a new structure that is organized into a C++ library, as well as an implementation for model and optimizer classes. They added new structure to the data objects, as well as several methods to these objects to implement a better way of setting parameters. The user also made changes in various example files and documentation files.
pythonmpcnonlinear-optimizationtoolboxmodel-predictive-control
4flixt/2019_WNTR_Surrogate_Model
Oct 2019 - Dec 2020
Contributions:190 commits, 6 pushes in 1 year 1 month
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