Algorithms, Signal Processing, and Technical Software for R&D and Engineering
Aktualisiert am 30.03.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.04.2026
Verfügbar zu: 100%
davon vor Ort: 15%
Python
Numerische Simulationsverfahren
Algorithmenentwicklung
C++
Rust
TDD
Simulation
COMSOL Multiphysics
Softwarearchitektur
Regelungstechnik
Systemidentifikation
Datenanalyse
Optimierung
Mathematik
Physik
Signalverarbeitung
Messtechnik
German
Muttersprache
English
Verhandlungssicher

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2 years 2 months
2023-11 - 2025-12

Semiconductor lithography parameter optimization system

Algorithm Developer Optimization Algorithms Numerical Methods ...
Algorithm Developer
  • Developed the full optimization approach for a parameter-rich lithography subsystem.
  • Formulated the optimization problem under physical and system-level constraints for very large datasets.
  • Designed and built the solver architecture, validation workflows and surrounding technical software.
  • Used image processing and graph algorithms for robust parameter initialization and search.
  • Built a Python compute and tooling stack with targeted optimization of performance-critical code.
  • Reworked the overall system architecture from an originally distributed design into a high-performance monolith when project constraints changed.
Optimization Algorithms Numerical Methods Scientific Computing Python Numba Technical Software Semiconductor Equipment C++ Bildverarbeitung
Remote, with several weeks on-site
1 year
2023-03 - 2024-02

Technical training and data-analysis workflows for engineering teams

Technical Trainer Data Analysis Signal Processing Technical Training ...
Technical Trainer
  • Delivered 15 professional training programs for engineering teams using FlexPro.
  • Taught data analysis, signal processing, automation workflows, visualization, scripting and reporting.
  • Worked with engineering users on practical interpretation of measurement data and day-to-day analysis workflows.
  • Adapted training content for beginner and advanced groups in industrial environments.
  • Helped make analysis workflows more structured, repeatable and usable in practice.
FlexPro
Data Analysis Signal Processing Technical Training Measurement Data Analysis Visualization Scripting Reporting Automation Workflows
Weisang GmbH
Remote / On-site
1 year 5 months
2021-07 - 2022-11

Real-time signal-processing for acoustic measurement systems

R&D Software Engineer Signal Processing Real-Time Systems Algorithms ...
R&D Software Engineer
  • Diagnosed and resolved a long-standing failure in a signal-processing component of an acoustic measurement product.
  • Reworked a critical real-time analysis path into a stable and usable implementation. Built and validated prototypes in Python before transfer into product software.
  • Pushed more structured engineering practices around testing, code quality and iterative delivery into a previously fragile development setup.
  • Gave hands-on coaching and training in Python, test-driven development, Kanban and modern software engineering practices.
  • Worked closely with acoustics experts, hardware engineers and software developers.
GitLab
Signal Processing Real-Time Systems Algorithms Spectral Analysis Python Technical Software Modeling Debugging MATLAB
Klippel GmbH
Dresden
2 years 2 months
2019-05 - 2021-06

Modeling, simulation and control for coating and vacuum equipment

Control Systems Engineer, Modeling and Simulation Engineer Control Engineering System Identification State-Space Modeling ...
Control Systems Engineer, Modeling and Simulation Engineer
  • Designed and implemented a model-based control solution for a coupled industrial process in coating and vacuum equipment. Later resulted in a granted patent in DE, US and CN.
  • Commissioned the software side of the control solution on-site in Malaysia and brought it into real process operation.
  • Built a Python toolchain for system identification and automated generation of controller parameters for PLC deployment.
  • Developed parametric COMSOL simulation models for magnetic-field optimization and experimental validation.
  • Connected modeling, control design and commissioning in a real industrial engineering setting.
  • Worked closely with process engineers, physicists and electrical engineers on technically difficult system behavior.
COMSOL Multiphysics
Control Engineering System Identification State-Space Modeling Modeling Simulation Python COMSOL Industrial Process Control Commissioning MATLAB
VON ARDENNE GmbH
Dresden

Aus- und Weiterbildung

Aus- und Weiterbildung

2 years 4 months
2014-10 - 2017-01

Physics

Master of Science (M.Sc.), TU Dresden, Dresden
Master of Science (M.Sc.)
TU Dresden, Dresden
  • Theoretical physics
  • Computational physics
  • Algorithms and software technology
  • Numerical methods and dynamical systems
  • Master thesis: 3D phase-space slices and frequency analysis for the spatial circular restricted three-body problem (1.0)
3 years
2011-10 - 2014-09

Physics

Bachelor of Science (B.Sc.), TU Dresden, Dresden
Bachelor of Science (B.Sc.)
TU Dresden, Dresden
  • Physics with a strong focus on computational physics and numerical methods
  • Electives in computer science (1.2) and computational physics (1.0)
  • Bachelor thesis: Critical exponents in a spin-crossover model (1.0)
  • Monte Carlo simulation in C++

Position

Position

R&D consultant and technical software engineer with a focus on algorithms, modeling, optimization and signal processing in complex engineering systems.

I help engineering teams solve mathematically hard, implementation-critical problems where measurement data, physical models, numerical methods, and production-grade software need to work together under real constraints.

Comfortable working embedded in client R&D teams, taking over focused technical workstreams, or building standalone computational modules and complete technical software applications. Strong track record across signal processing, control, calibration, numerical methods, and technical analysis software from formulation through validated implementation.


Typical scopes: algorithm development, technical analysis software, signal-processing pipelines, control and calibration tooling, and simulation-backed engineering applications.


Kompetenzen

Kompetenzen

Top-Skills

Python Numerische Simulationsverfahren Algorithmenentwicklung C++ Rust TDD Simulation COMSOL Multiphysics Softwarearchitektur Regelungstechnik Systemidentifikation Datenanalyse Optimierung Mathematik Physik Signalverarbeitung Messtechnik

Produkte / Standards / Erfahrungen / Methoden

Test-Driven Development
Experte
CI/CD
Fortgeschritten
Parallelization
Experte
Training & Knowledge Transfer
Experte
Scientific Computing
Experte
Optimization
Experte


Betriebssysteme

Windows
Fortgeschritten
Linux
Experte
Mac
Experte

Programmiersprachen

Python
Experte
C++
Experte
Rust
Fortgeschritten

Datenbanken

PostgreSQL
Fortgeschritten
SQLite
Fortgeschritten
MongoDB
Fortgeschritten

Berechnung / Simulation / Versuch / Validierung

Nonlinear Dynamics
Experte
System Modeling
Experte
Systemidentification
Experte
Data Analysis
Experte
Modeling and Simulation
Experte

Design / Entwicklung / Konstruktion

Software Architecture
Experte
Technical Software

Forschung & Entwicklung

Parameter Identification
Experte
Numerical Methods
Experte
Dynamical Systems
Experte
Signal Processing
Experte
Control Systems
Experte

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2 years 2 months
2023-11 - 2025-12

Semiconductor lithography parameter optimization system

Algorithm Developer Optimization Algorithms Numerical Methods ...
Algorithm Developer
  • Developed the full optimization approach for a parameter-rich lithography subsystem.
  • Formulated the optimization problem under physical and system-level constraints for very large datasets.
  • Designed and built the solver architecture, validation workflows and surrounding technical software.
  • Used image processing and graph algorithms for robust parameter initialization and search.
  • Built a Python compute and tooling stack with targeted optimization of performance-critical code.
  • Reworked the overall system architecture from an originally distributed design into a high-performance monolith when project constraints changed.
Optimization Algorithms Numerical Methods Scientific Computing Python Numba Technical Software Semiconductor Equipment C++ Bildverarbeitung
Remote, with several weeks on-site
1 year
2023-03 - 2024-02

Technical training and data-analysis workflows for engineering teams

Technical Trainer Data Analysis Signal Processing Technical Training ...
Technical Trainer
  • Delivered 15 professional training programs for engineering teams using FlexPro.
  • Taught data analysis, signal processing, automation workflows, visualization, scripting and reporting.
  • Worked with engineering users on practical interpretation of measurement data and day-to-day analysis workflows.
  • Adapted training content for beginner and advanced groups in industrial environments.
  • Helped make analysis workflows more structured, repeatable and usable in practice.
FlexPro
Data Analysis Signal Processing Technical Training Measurement Data Analysis Visualization Scripting Reporting Automation Workflows
Weisang GmbH
Remote / On-site
1 year 5 months
2021-07 - 2022-11

Real-time signal-processing for acoustic measurement systems

R&D Software Engineer Signal Processing Real-Time Systems Algorithms ...
R&D Software Engineer
  • Diagnosed and resolved a long-standing failure in a signal-processing component of an acoustic measurement product.
  • Reworked a critical real-time analysis path into a stable and usable implementation. Built and validated prototypes in Python before transfer into product software.
  • Pushed more structured engineering practices around testing, code quality and iterative delivery into a previously fragile development setup.
  • Gave hands-on coaching and training in Python, test-driven development, Kanban and modern software engineering practices.
  • Worked closely with acoustics experts, hardware engineers and software developers.
GitLab
Signal Processing Real-Time Systems Algorithms Spectral Analysis Python Technical Software Modeling Debugging MATLAB
Klippel GmbH
Dresden
2 years 2 months
2019-05 - 2021-06

Modeling, simulation and control for coating and vacuum equipment

Control Systems Engineer, Modeling and Simulation Engineer Control Engineering System Identification State-Space Modeling ...
Control Systems Engineer, Modeling and Simulation Engineer
  • Designed and implemented a model-based control solution for a coupled industrial process in coating and vacuum equipment. Later resulted in a granted patent in DE, US and CN.
  • Commissioned the software side of the control solution on-site in Malaysia and brought it into real process operation.
  • Built a Python toolchain for system identification and automated generation of controller parameters for PLC deployment.
  • Developed parametric COMSOL simulation models for magnetic-field optimization and experimental validation.
  • Connected modeling, control design and commissioning in a real industrial engineering setting.
  • Worked closely with process engineers, physicists and electrical engineers on technically difficult system behavior.
COMSOL Multiphysics
Control Engineering System Identification State-Space Modeling Modeling Simulation Python COMSOL Industrial Process Control Commissioning MATLAB
VON ARDENNE GmbH
Dresden

Aus- und Weiterbildung

Aus- und Weiterbildung

2 years 4 months
2014-10 - 2017-01

Physics

Master of Science (M.Sc.), TU Dresden, Dresden
Master of Science (M.Sc.)
TU Dresden, Dresden
  • Theoretical physics
  • Computational physics
  • Algorithms and software technology
  • Numerical methods and dynamical systems
  • Master thesis: 3D phase-space slices and frequency analysis for the spatial circular restricted three-body problem (1.0)
3 years
2011-10 - 2014-09

Physics

Bachelor of Science (B.Sc.), TU Dresden, Dresden
Bachelor of Science (B.Sc.)
TU Dresden, Dresden
  • Physics with a strong focus on computational physics and numerical methods
  • Electives in computer science (1.2) and computational physics (1.0)
  • Bachelor thesis: Critical exponents in a spin-crossover model (1.0)
  • Monte Carlo simulation in C++

Position

Position

R&D consultant and technical software engineer with a focus on algorithms, modeling, optimization and signal processing in complex engineering systems.

I help engineering teams solve mathematically hard, implementation-critical problems where measurement data, physical models, numerical methods, and production-grade software need to work together under real constraints.

Comfortable working embedded in client R&D teams, taking over focused technical workstreams, or building standalone computational modules and complete technical software applications. Strong track record across signal processing, control, calibration, numerical methods, and technical analysis software from formulation through validated implementation.


Typical scopes: algorithm development, technical analysis software, signal-processing pipelines, control and calibration tooling, and simulation-backed engineering applications.


Kompetenzen

Kompetenzen

Top-Skills

Python Numerische Simulationsverfahren Algorithmenentwicklung C++ Rust TDD Simulation COMSOL Multiphysics Softwarearchitektur Regelungstechnik Systemidentifikation Datenanalyse Optimierung Mathematik Physik Signalverarbeitung Messtechnik

Produkte / Standards / Erfahrungen / Methoden

Test-Driven Development
Experte
CI/CD
Fortgeschritten
Parallelization
Experte
Training & Knowledge Transfer
Experte
Scientific Computing
Experte
Optimization
Experte


Betriebssysteme

Windows
Fortgeschritten
Linux
Experte
Mac
Experte

Programmiersprachen

Python
Experte
C++
Experte
Rust
Fortgeschritten

Datenbanken

PostgreSQL
Fortgeschritten
SQLite
Fortgeschritten
MongoDB
Fortgeschritten

Berechnung / Simulation / Versuch / Validierung

Nonlinear Dynamics
Experte
System Modeling
Experte
Systemidentification
Experte
Data Analysis
Experte
Modeling and Simulation
Experte

Design / Entwicklung / Konstruktion

Software Architecture
Experte
Technical Software

Forschung & Entwicklung

Parameter Identification
Experte
Numerical Methods
Experte
Dynamical Systems
Experte
Signal Processing
Experte
Control Systems
Experte

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