Cognitive Scientist, Machine Learning Engineer, Data Scientist
Aktualisiert am 31.01.2026
Profil
Mitarbeiter eines Dienstleisters
Remote-Arbeit
Verfügbar ab: 01.02.2026
Verfügbar zu: 100%
davon vor Ort: 0%
Skill-Profil eines fest angestellten Mitarbeiters des Dienstleisters

Einsatzorte

Einsatzorte

Freiburg im Breisgau (+300km)
Deutschland
möglich

Projekte

Projekte

1 Jahr 11 Monate
2024-03 - heute

Product development: Crane controls

Technical lead & Safety architect
Technical lead & Safety architect
Technical management and development of the safety architecture for an internal software project.
2 Jahre 3 Monate
2022-01 - 2024-03

Anomaly detection on reflective surfaces

Strategy consultant, technical lead
Strategy consultant, technical lead
Implementation of a prototype to demonstrate the feasibility of image-based anomaly detection.

Establishment of an internal computer vision team (support with recruitment and training of 3 people) Management in the field of computer vision and coordination with teams within the company.
1 Jahr 3 Monate
2020-11 - 2022-01

Career Advisor

Data Scientist & Cloud Engineer Python SQL Big Data ...
Data Scientist & Cloud Engineer
Generation of training recommendations or career opportunities based on user data and company profiles.
Python SQL Big Data Plotly Dash
1 Jahr 4 Monate
2020-10 - 2022-01

Damage analysis of sewer pipes

Project Lead & Data Scientist Python Unet Object Tracking ...
Project Lead & Data Scientist
Real-time detection and classification of various damage categories, based on video data generated during the inspection of sewer pipes.
Python Unet Object Tracking Optical Flow
2 Jahre 1 Monat
2020-01 - 2022-01

SnowFogs

Project Lead / Data Scientist Python Unet Optical Flow
Project Lead / Data Scientist
Classification of snow and fog on satellite data using segmentation and optical flow models.
Python Unet Optical Flow
3 Jahre 10 Monate
2018-04 - 2022-01

Autocrane Level 3

Machine Learning Engineer & Data Scientist Python C++ MS Azure ...
Machine Learning Engineer & Data Scientist

Analysis and development of a solution outline for the partially and fully autonomous control of gantry and slewing cranes. Collection of video streams and other sensor data, visualization, evaluation and analysis of measurement data, technology selection and solution development.

Python C++ MS Azure Unet Object Tracking Sensor processing
1 Jahr 7 Monate
2017-09 - 2019-03

Deep Reinforcement Learning

Data Scientist & Software Developer Python Machine Learning Deep Reinforcement Learning
Data Scientist & Software Developer
Self-learning and self-optimizing neural and real-time capable control for process automation in the pulp and paper industry.
Python Machine Learning Deep Reinforcement Learning
4 Monate
2017-11 - 2018-02

Digitale Noise Vibration Harshness Analysis

Data Scientist & Software Developer Python Machine Learning Segmentation ...
Data Scientist & Software Developer
Training and application of machine learning models to detect known faults and anomalies in acoustic data from combustion engines.
Python Machine Learning Segmentation PCA
1 Jahr 4 Monate
2016-06 - 2017-09

Deep Reinforcement Learning Otto engine

Machine Learning Engineer & Data Scientist Python Deep Reinforcement Learning Plotly
Machine Learning Engineer & Data Scientist
Self-learning and self-optimizing neural control of
combustion engines, deep reinforcement learning on
high-dimensional states, control engineering, real-time capable control software, world's first application of deep reinforcement learning on real combustion engines.
Python Deep Reinforcement Learning Plotly
5 Monate
2016-09 - 2017-01

3D Pose Estimation and Tracking

Software Developer Python C++ Keypoint estimation ...
Software Developer
Machine learning methods for real-time object recognition and object tracking with multiple RGB cameras
Python C++ Keypoint estimation Realtime Tracking
1 Jahr 5 Monate
2014-10 - 2016-02

LipSync - Facial Animations

Data Scientist & Software Developer Python Machine Learning Keypoint Detection
Data Scientist & Software Developer
Development and provision of proprietary technology for the lip-synchronous animation of 3D characters in a training app.
Python Machine Learning Keypoint Detection

Aus- und Weiterbildung

Aus- und Weiterbildung

3 Jahre 4 Monate
2017-10 - 2021-01

M.Sc. Computer Science

M.Sc., Universität Freiburg
M.Sc.
Universität Freiburg

Master thesis: Label Efficient Training of Virtual Sensors with Contrastive Methods

Minor: Bioinformatics

3 Jahre 6 Monate
2013-10 - 2017-03

B.Sc. Cognitive Science

B.Sc., University of Osnabrück
B.Sc.
University of Osnabrück
Bachelor thesis: Markerless facetracking for Facial-emotion-transfer from Human actors to 3D-Models

Einsatzorte

Einsatzorte

Freiburg im Breisgau (+300km)
Deutschland
möglich

Projekte

Projekte

1 Jahr 11 Monate
2024-03 - heute

Product development: Crane controls

Technical lead & Safety architect
Technical lead & Safety architect
Technical management and development of the safety architecture for an internal software project.
2 Jahre 3 Monate
2022-01 - 2024-03

Anomaly detection on reflective surfaces

Strategy consultant, technical lead
Strategy consultant, technical lead
Implementation of a prototype to demonstrate the feasibility of image-based anomaly detection.

Establishment of an internal computer vision team (support with recruitment and training of 3 people) Management in the field of computer vision and coordination with teams within the company.
1 Jahr 3 Monate
2020-11 - 2022-01

Career Advisor

Data Scientist & Cloud Engineer Python SQL Big Data ...
Data Scientist & Cloud Engineer
Generation of training recommendations or career opportunities based on user data and company profiles.
Python SQL Big Data Plotly Dash
1 Jahr 4 Monate
2020-10 - 2022-01

Damage analysis of sewer pipes

Project Lead & Data Scientist Python Unet Object Tracking ...
Project Lead & Data Scientist
Real-time detection and classification of various damage categories, based on video data generated during the inspection of sewer pipes.
Python Unet Object Tracking Optical Flow
2 Jahre 1 Monat
2020-01 - 2022-01

SnowFogs

Project Lead / Data Scientist Python Unet Optical Flow
Project Lead / Data Scientist
Classification of snow and fog on satellite data using segmentation and optical flow models.
Python Unet Optical Flow
3 Jahre 10 Monate
2018-04 - 2022-01

Autocrane Level 3

Machine Learning Engineer & Data Scientist Python C++ MS Azure ...
Machine Learning Engineer & Data Scientist

Analysis and development of a solution outline for the partially and fully autonomous control of gantry and slewing cranes. Collection of video streams and other sensor data, visualization, evaluation and analysis of measurement data, technology selection and solution development.

Python C++ MS Azure Unet Object Tracking Sensor processing
1 Jahr 7 Monate
2017-09 - 2019-03

Deep Reinforcement Learning

Data Scientist & Software Developer Python Machine Learning Deep Reinforcement Learning
Data Scientist & Software Developer
Self-learning and self-optimizing neural and real-time capable control for process automation in the pulp and paper industry.
Python Machine Learning Deep Reinforcement Learning
4 Monate
2017-11 - 2018-02

Digitale Noise Vibration Harshness Analysis

Data Scientist & Software Developer Python Machine Learning Segmentation ...
Data Scientist & Software Developer
Training and application of machine learning models to detect known faults and anomalies in acoustic data from combustion engines.
Python Machine Learning Segmentation PCA
1 Jahr 4 Monate
2016-06 - 2017-09

Deep Reinforcement Learning Otto engine

Machine Learning Engineer & Data Scientist Python Deep Reinforcement Learning Plotly
Machine Learning Engineer & Data Scientist
Self-learning and self-optimizing neural control of
combustion engines, deep reinforcement learning on
high-dimensional states, control engineering, real-time capable control software, world's first application of deep reinforcement learning on real combustion engines.
Python Deep Reinforcement Learning Plotly
5 Monate
2016-09 - 2017-01

3D Pose Estimation and Tracking

Software Developer Python C++ Keypoint estimation ...
Software Developer
Machine learning methods for real-time object recognition and object tracking with multiple RGB cameras
Python C++ Keypoint estimation Realtime Tracking
1 Jahr 5 Monate
2014-10 - 2016-02

LipSync - Facial Animations

Data Scientist & Software Developer Python Machine Learning Keypoint Detection
Data Scientist & Software Developer
Development and provision of proprietary technology for the lip-synchronous animation of 3D characters in a training app.
Python Machine Learning Keypoint Detection

Aus- und Weiterbildung

Aus- und Weiterbildung

3 Jahre 4 Monate
2017-10 - 2021-01

M.Sc. Computer Science

M.Sc., Universität Freiburg
M.Sc.
Universität Freiburg

Master thesis: Label Efficient Training of Virtual Sensors with Contrastive Methods

Minor: Bioinformatics

3 Jahre 6 Monate
2013-10 - 2017-03

B.Sc. Cognitive Science

B.Sc., University of Osnabrück
B.Sc.
University of Osnabrück
Bachelor thesis: Markerless facetracking for Facial-emotion-transfer from Human actors to 3D-Models

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