Specializing in data analysis for domain-specific insights, market trends, and performance optimization to drive informed business decisions.
Aktualisiert am 14.05.2025
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 14.05.2025
Verfügbar zu: 100%
davon vor Ort: 100%
Python
Docker
Git
Grafana
pandas numpy
English
Verhandlungssicher
German
Muttersprache
Spanish
Muttersprache

Einsatzorte

Einsatzorte

Berlin (+50km) Berlin (+50km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2 years 6 months
2022-03 - 2024-08

Development of voice-based biomarkers

Head of Research & Development
Head of Research & Development
Development of voice-based biomarkers for early detection of acute decompensation in patients with heart and kidney failure.
  • Led a team of 4 AI engineers
  • Designed AI infrastructure for clinical trial analysis
  • Implemented quality assurance and reporting systems
Noah Labs GmbH
Berlin
1 year 7 months
2022-03 - 2023-09

Developed a telemonitoring platform

Product Engineer (Founding Team)
Product Engineer (Founding Team)
Developed a telemonitoring platform (web app) for remote monitoring of heart failure patients from pilot phase to MDR certification (Class IIa).
  • Conducted requirements engineering
  • Ensured compliance with ISO 13485/IEC 81001 regulations
  • Managed software testing and risk management
  • Designed and implemented post-market surveillance
Noah Labs GmbH
Berlin
1 year 6 months
2020-09 - 2022-02

Master?s Thesis

Master?s Thesis Researcher
Master?s Thesis Researcher
Master?s Thesis: Topic on request
  • Trained robot behaviors in simulation using reinforcement learning
  • Validated models on physical robots
Gestalt Robotics GmbH
Berlin
3 years 5 months
2018-03 - 2021-07

Internship

Software Engineer
Software Engineer
Technical support for automation solutions in construction industry.
  • Piloted AR solution for remote assembly instructions
  • Developed pose estimation for transparent objects in robotic manipulation
Gestalt Robotics GmbH
Berlin
2 years
2016-03 - 2018-02

Quality Management Systems

Working Student
Working Student

Supported process automation and quality assurance initiatives.

  • Developed systems for hazardous material detection in supply chain
  • Analyzed and reported on field returns
  • Participated in internal and external audits (ISO 9001, ISO 14001)
Puls GmbH
Munich
7 months
2015-08 - 2016-02

Internship - R&D and Quality Management

Contributed in seismic isolation projects and in rubber compounding for industrial
applications.
  • Collaborated in controlling and testing of structural seismic isolators.
  • Experimented on cost-effective rubber compound alternatives
The Weir Group PLC
Santiago, Chile

Aus- und Weiterbildung

Aus- und Weiterbildung

4 years
2018-03 - 2022-02

Robotics, Cognition, Intelligence

MSc, Technical University of Munich
MSc
Technical University of Munich
Master?s Thesis on request
1 year 8 months
2011-09 - 2013-04

School Education

German High School Diploma (Abitur), Bishop St. Ursula Grammar School, Geilenkirchen
German High School Diploma (Abitur)
Bishop St. Ursula Grammar School, Geilenkirchen
6 years
2005-09 - 2011-08

Secondary Education

International Schools in South America
International Schools in South America
  • Attended German and American-curriculum schools in Ecuador and Panama
  • Bilingual education (German/Spanish) with English as third language

Kompetenzen

Kompetenzen

Top-Skills

Python Docker Git Grafana pandas numpy

Produkte / Standards / Erfahrungen / Methoden

Profile

Engineer with strong sense of ownership. 3 years of professional experience in software development (SaaS), data engineering, and machine learning for healthcare, robotics, and quality management applications. Additional expertise in reinforcement learning with a strong motivation to develop data-driven solutions using modern data science methods. Passionate about technology-based innovation and scientific progress.


Technical Skills:

  • Tools/Frameworks:
    • Docker
    • Git
    • Pandas
    • TensorFlow
    • PyTorch
    • Keras
    • FastAPI
    • Apache Kafka
    • OpenCV
    • Linux
    • ROS
  • Medical device software lifecycle 
    • ISO 13485/IEC 81001

Programmiersprachen

Python
SQL
JavaScript
C
VBA
MATLAB
LaTeX

Einsatzorte

Einsatzorte

Berlin (+50km) Berlin (+50km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

2 years 6 months
2022-03 - 2024-08

Development of voice-based biomarkers

Head of Research & Development
Head of Research & Development
Development of voice-based biomarkers for early detection of acute decompensation in patients with heart and kidney failure.
  • Led a team of 4 AI engineers
  • Designed AI infrastructure for clinical trial analysis
  • Implemented quality assurance and reporting systems
Noah Labs GmbH
Berlin
1 year 7 months
2022-03 - 2023-09

Developed a telemonitoring platform

Product Engineer (Founding Team)
Product Engineer (Founding Team)
Developed a telemonitoring platform (web app) for remote monitoring of heart failure patients from pilot phase to MDR certification (Class IIa).
  • Conducted requirements engineering
  • Ensured compliance with ISO 13485/IEC 81001 regulations
  • Managed software testing and risk management
  • Designed and implemented post-market surveillance
Noah Labs GmbH
Berlin
1 year 6 months
2020-09 - 2022-02

Master?s Thesis

Master?s Thesis Researcher
Master?s Thesis Researcher
Master?s Thesis: Topic on request
  • Trained robot behaviors in simulation using reinforcement learning
  • Validated models on physical robots
Gestalt Robotics GmbH
Berlin
3 years 5 months
2018-03 - 2021-07

Internship

Software Engineer
Software Engineer
Technical support for automation solutions in construction industry.
  • Piloted AR solution for remote assembly instructions
  • Developed pose estimation for transparent objects in robotic manipulation
Gestalt Robotics GmbH
Berlin
2 years
2016-03 - 2018-02

Quality Management Systems

Working Student
Working Student

Supported process automation and quality assurance initiatives.

  • Developed systems for hazardous material detection in supply chain
  • Analyzed and reported on field returns
  • Participated in internal and external audits (ISO 9001, ISO 14001)
Puls GmbH
Munich
7 months
2015-08 - 2016-02

Internship - R&D and Quality Management

Contributed in seismic isolation projects and in rubber compounding for industrial
applications.
  • Collaborated in controlling and testing of structural seismic isolators.
  • Experimented on cost-effective rubber compound alternatives
The Weir Group PLC
Santiago, Chile

Aus- und Weiterbildung

Aus- und Weiterbildung

4 years
2018-03 - 2022-02

Robotics, Cognition, Intelligence

MSc, Technical University of Munich
MSc
Technical University of Munich
Master?s Thesis on request
1 year 8 months
2011-09 - 2013-04

School Education

German High School Diploma (Abitur), Bishop St. Ursula Grammar School, Geilenkirchen
German High School Diploma (Abitur)
Bishop St. Ursula Grammar School, Geilenkirchen
6 years
2005-09 - 2011-08

Secondary Education

International Schools in South America
International Schools in South America
  • Attended German and American-curriculum schools in Ecuador and Panama
  • Bilingual education (German/Spanish) with English as third language

Kompetenzen

Kompetenzen

Top-Skills

Python Docker Git Grafana pandas numpy

Produkte / Standards / Erfahrungen / Methoden

Profile

Engineer with strong sense of ownership. 3 years of professional experience in software development (SaaS), data engineering, and machine learning for healthcare, robotics, and quality management applications. Additional expertise in reinforcement learning with a strong motivation to develop data-driven solutions using modern data science methods. Passionate about technology-based innovation and scientific progress.


Technical Skills:

  • Tools/Frameworks:
    • Docker
    • Git
    • Pandas
    • TensorFlow
    • PyTorch
    • Keras
    • FastAPI
    • Apache Kafka
    • OpenCV
    • Linux
    • ROS
  • Medical device software lifecycle 
    • ISO 13485/IEC 81001

Programmiersprachen

Python
SQL
JavaScript
C
VBA
MATLAB
LaTeX

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