Felix Fiedler
Senior Software Architect 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
8 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
python10
back-end-development10
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.
model-predictive-controlpythonmhe-es
4flixt/2019_WNTR_Surrogate_Model
Oct 2019 - Dec 2020
Contributions:190 commits, 6 pushes in 1 year 1 month
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