Physik, Strukturüberwachung, Signalprozessierung, Sensoren, MS Office & Azure, Machine Learning, Programmierung (C#, MATLAB, Python, C/C++, LaTeX)
Aktualisiert am 06.06.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.08.2026
Verfügbar zu: 100%
davon vor Ort: 100%
Structural Health Monitoring
FMCW Radar & Millimeter-Wave Sensing
Signal Processing
Physics
Machine & Deep Learning
Experimental Design & Test Engineering
Azure Cognitive Services
Environmental Compensation & Calibration
Electromagnetic Engineering
Numerical Simulation
Research & Scientific Consulting
Damage & Anomaly Detection
Sensor Data Analytics
Software Development
German
native speaker
English
fluent
Italian
good working knowledge
French
working knowledge

Einsatzorte

Einsatzorte

Frankfurt am Main (+100km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2 Jahre 7 Monate
2024-01 - 2026-07

Research

Research associate
Research associate
  • Focus on structural health monitoring of wind turbine blades with FMCW radars at V-band considering varying environmental and operational conditions
  • Simulation and experimental investigation on radar-based delamination detection of GFRP structures in the laboratory
  • Conception of a damage model to imitate a delamination non-destructively
  • Implementation of damage indicator approaches and nonlinear probability of detection assessment for reliable damage identification
  • Implementation of compensation algorithms for radar measurements in a climate chamber
  • Implementation of machine learning algorithms, particularly CNNs, for binary damage classification of wind turbine blades using a large amount of data with different environmental and operational parameters
University of Siegen
9 Monate
2023-04 - 2023-12

Research

Research associate
Research associate
  • Finalizing the design of the dielectric rectangular waveguide from the student research assistant?s project
  • Finalizing the onboard firmware and evaluation process for vibration-based real-time structural health monitoring of transport drones from the master?s thesis project
Goethe University Frankfurt am Main
3 Jahre 4 Monate
2019-11 - 2023-02

Research

Student Research Assistant
Student Research Assistant
  • Tutor for mechanics and thermodynamics
  • Tutor for the introductory physics lab
  • Dispersion compensation of EM waves at K-band in a WR28 waveguide
  • Wind turbine blade differentiation by means of radargrams and PCA considering environmental and operational parameters
  • Conception, simulation and experimental validation of a dielectric rectangular waveguide in K-band for structural health monitoring of aerospace structures
Goethe University Frankfurt am Main
2 Monate
2018-09 - 2018-10

Programming internship about chatbot programming

eBiz Consulting GmbH, Frankfurt am Main
1 Monat
2018-03 - 2018-03

Programming internship about machine reading

eBiz Consulting GmbH, Frankfurt am Main

Aus- und Weiterbildung

Aus- und Weiterbildung

Since 2023
Ph.D. candidate in the Department of Physics at Goethe University Frankfurt am Main (expected completion: October 2026)

2017 ? 2023
Physics studies at Goethe University Frankfurt am Main

04/2023
Obtaining a Master of Science degree (with distinction)

10/2021
Obtaining a Bachelor of Science degree

06/2017
General University Entrance Qualification (Abitur)
Burggymnasium Friedberg (Hessen)

Kompetenzen

Kompetenzen

Top-Skills

Structural Health Monitoring FMCW Radar & Millimeter-Wave Sensing Signal Processing Physics Machine & Deep Learning Experimental Design & Test Engineering Azure Cognitive Services Environmental Compensation & Calibration Electromagnetic Engineering Numerical Simulation Research & Scientific Consulting Damage & Anomaly Detection Sensor Data Analytics Software Development

Produkte / Standards / Erfahrungen / Methoden

Profile
Physicist (M. Sc.), Ph.D. candidate specializing in structural health monitoring of wind turbine blades using millimeter-wave FMCW radars under varying environmental and operational conditions. Expertise in experimental implementation of complex test setups, signal processing and development of intelligent algorithms in MATLAB and Python.

Skills
  • Programming: MATLAB, Python, C/C++, C#
  • Cloud/Frameworks: Azure Cognitive Services, ASP.NET
  • Machine Learning: CNNs for damage classification
  • Tools: MS Office, Linux, GitHub, LaTeX

EM simulation
  • CST Studio Suite (waveguide design, free space applications)

Research focus and technical expertise
  • Millimeter-wave sensing and FMCW radar systems
  • Electromagnetic wave propagation and scattering
  • Environmental compensation and calibration
  • Signal processing and anomaly detection in structural health monitoring applications
  • Machine learning for binary classification problems
  • Experimental validation and laboratory climate testing

Einsatzorte

Einsatzorte

Frankfurt am Main (+100km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2 Jahre 7 Monate
2024-01 - 2026-07

Research

Research associate
Research associate
  • Focus on structural health monitoring of wind turbine blades with FMCW radars at V-band considering varying environmental and operational conditions
  • Simulation and experimental investigation on radar-based delamination detection of GFRP structures in the laboratory
  • Conception of a damage model to imitate a delamination non-destructively
  • Implementation of damage indicator approaches and nonlinear probability of detection assessment for reliable damage identification
  • Implementation of compensation algorithms for radar measurements in a climate chamber
  • Implementation of machine learning algorithms, particularly CNNs, for binary damage classification of wind turbine blades using a large amount of data with different environmental and operational parameters
University of Siegen
9 Monate
2023-04 - 2023-12

Research

Research associate
Research associate
  • Finalizing the design of the dielectric rectangular waveguide from the student research assistant?s project
  • Finalizing the onboard firmware and evaluation process for vibration-based real-time structural health monitoring of transport drones from the master?s thesis project
Goethe University Frankfurt am Main
3 Jahre 4 Monate
2019-11 - 2023-02

Research

Student Research Assistant
Student Research Assistant
  • Tutor for mechanics and thermodynamics
  • Tutor for the introductory physics lab
  • Dispersion compensation of EM waves at K-band in a WR28 waveguide
  • Wind turbine blade differentiation by means of radargrams and PCA considering environmental and operational parameters
  • Conception, simulation and experimental validation of a dielectric rectangular waveguide in K-band for structural health monitoring of aerospace structures
Goethe University Frankfurt am Main
2 Monate
2018-09 - 2018-10

Programming internship about chatbot programming

eBiz Consulting GmbH, Frankfurt am Main
1 Monat
2018-03 - 2018-03

Programming internship about machine reading

eBiz Consulting GmbH, Frankfurt am Main

Aus- und Weiterbildung

Aus- und Weiterbildung

Since 2023
Ph.D. candidate in the Department of Physics at Goethe University Frankfurt am Main (expected completion: October 2026)

2017 ? 2023
Physics studies at Goethe University Frankfurt am Main

04/2023
Obtaining a Master of Science degree (with distinction)

10/2021
Obtaining a Bachelor of Science degree

06/2017
General University Entrance Qualification (Abitur)
Burggymnasium Friedberg (Hessen)

Kompetenzen

Kompetenzen

Top-Skills

Structural Health Monitoring FMCW Radar & Millimeter-Wave Sensing Signal Processing Physics Machine & Deep Learning Experimental Design & Test Engineering Azure Cognitive Services Environmental Compensation & Calibration Electromagnetic Engineering Numerical Simulation Research & Scientific Consulting Damage & Anomaly Detection Sensor Data Analytics Software Development

Produkte / Standards / Erfahrungen / Methoden

Profile
Physicist (M. Sc.), Ph.D. candidate specializing in structural health monitoring of wind turbine blades using millimeter-wave FMCW radars under varying environmental and operational conditions. Expertise in experimental implementation of complex test setups, signal processing and development of intelligent algorithms in MATLAB and Python.

Skills
  • Programming: MATLAB, Python, C/C++, C#
  • Cloud/Frameworks: Azure Cognitive Services, ASP.NET
  • Machine Learning: CNNs for damage classification
  • Tools: MS Office, Linux, GitHub, LaTeX

EM simulation
  • CST Studio Suite (waveguide design, free space applications)

Research focus and technical expertise
  • Millimeter-wave sensing and FMCW radar systems
  • Electromagnetic wave propagation and scattering
  • Environmental compensation and calibration
  • Signal processing and anomaly detection in structural health monitoring applications
  • Machine learning for binary classification problems
  • Experimental validation and laboratory climate testing

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