Mitarbeiter eines Dienstleisters
Remote-Arbeit
Verfügbar ab: 03.03.2026
Verfügbar zu: 100%
davon vor Ort: 0%
Skill-Profil eines fest angestellten Mitarbeiters des Dienstleisters
Einsatzorte
Freiburg im Breisgau (+300km)
Projekte
Development, Analysis
Molecule property prediction. Dataset curation and Development of
training and prediction pipelines in AzureML. Handling of complete
ML lifecycle from data extraction to model training, evaluation and
deployment. Service integration in existing IT landscape. Model
deployment in production.
Python
Tensorflow
PyTorch
AzureML
FastAPI
Infrastructure as Code for Backend/Frontend
Terraform
Azure
Kubernetes
Kibana
Elasticsearch
Helm
Docker
Development, LLM Expertise
Implementation and evaluation of generative models for content
creation with LLMs for multiple output formats. Prompt optimization
and output validation with JSON Schemas. Assessment and
evaluation of content quality.
Python
OpenAI
Elevenlabs
Stable Diffusion
Streamlit
Project Lead, Architecture concept
Implementation of parameter optimisation for industrial plant
controllers.
Python
Redis
SignalR
Development, Analysis, Integration concept
Conception and implementation of machine learning pipelines
including the definition of the pipeline structure, validation &
improvement of machine learning models for molecule property
prediction (toxicity). Development of training and prediction
pipelines in AzureML. Service integration in existing IT landscape.
Model deployment in production through CI/CD.
Python
Tensorflow
PyTorch
AzureML
FastAPI
Development, Prototyping, Architecture concept
Implementation of smart sequences for industrial plant control
handling disturbances and fallbacks.
DOTNET
C#
Redis
SignalR
Telerik/WPF
Method development, Data analytics
Visualization and embedding of extrusion process data.
Optimization of the extrusion start process with smart sensors.
Python
Tensorflow
Scikit-learn
Development, Deployment and Commissioning on-site
Development of several autonomous functions for controlling an
log yard crane. Specific contributions: a) Active sway cancelling for
gantry and tRoley movements, b) detection of safety violation, c)
identification of ideal grasping point using LIDAR scans. d)
Maintenance and extension of the azure crane image database
C++
OpenCV
Hardware integration such as SICK
LIDAR scanners and vision cameras
azure functions
azure
storage
elastic search
Development of a Dashboard application that provides insights into
career options and job recommendations.
Python
Plotly
Dashboard
HiveSQL
PyHive
Docker
Development and integration of the API service into the certification
processing workflow for automated product data validation.
J2EE
Maven
Docker
OpenAPI
Design, Development
Development of extendable report module for providing insights into
cancer research and clinical studies. API development and
integration into jupyter environment for in-house statisticians.
Python
Pandas
Docker
OpenAPI
Keycloak
Pandoc
Markdown
Design, Development
Architecture, Interface validation, Control implementation using
hierarchical behaviours automating a mining shuttle.
Python
Numpy
Tensorflow
Plotly
Dash
Algorithmic optimization for the detection of QRS complex.
Python
Numpy
Matplotlib
Automated validation and matching of product data and pictures for
enhanced data quality certification.
Python
Numpy
Azure Cognitive Services
OCR
Development Django-Backend, Development Data Science Modules
Development of software for labeling similar sections in time series.
Python
Tensorflow
Numpy
Scipy
Django
Pytest
Development/Consulting in Sound-Intelligence-Project, Sensor aggregation, Compression, etc.
Development of modules for real-time condition monitoring and
merging of sensor data.
Python
Tensorflow
Numpy
Scipy
SQL
Pandas
Project Lead, Development of Data Science Module
Development of a desktop application for the detection of sound
anomalies in spectrograms of acoustic motor engine measurements
for quality assessment.
Python
Tensorflow
Numpy
Scipy
Matplotlib
Django
Pytest
Pandas
Project Lead of PoC, Application & Development
Development of Transfer Learning of Neural Networks for anomaly
detection and failure classification of industrials plants based on
sound and vibration sensor data.
Deep Learning
Tensorflow
python
Development of real-time capable C Software, compiled for a micro-contRoler, Analytical contRoler evaluation
Self-learning and self-optimizing neural control at the internal
combustion engine, real-time capable control software.
Project Lead of PoC
Development of Neural networks for anomaly detection and failure
classification on vibration data.
Deep Learning
Tensorflow
python
First author of Nature Scientific Reports Publication
PhD Student in the Neuroinformatics Research group (IDOR) and
LAPIS, PEB (UFRJ)
Matlab
Javascript
3D.js
Integration of Hardware und Software for Analysis pf peripheral sensors
Integration and Application of a Neurofeedback-System
Software development of Frontend and Backend
Microsoft Foundation Classes
C++
Oracle
PL/SQL
Development of calibration and control of tracking accuracy of surgical tools
Development of navigation software for surgical intervention on the spine.
C++
NDI Polaris
Microsoft Foundation Classes
Development of the algorithm for betweenness centrality and other centrality measures
Java
yFiles
yEd
Einsatzorte
Freiburg im Breisgau (+300km)
Projekte
Development, Analysis
Molecule property prediction. Dataset curation and Development of
training and prediction pipelines in AzureML. Handling of complete
ML lifecycle from data extraction to model training, evaluation and
deployment. Service integration in existing IT landscape. Model
deployment in production.
Python
Tensorflow
PyTorch
AzureML
FastAPI
Infrastructure as Code for Backend/Frontend
Terraform
Azure
Kubernetes
Kibana
Elasticsearch
Helm
Docker
Development, LLM Expertise
Implementation and evaluation of generative models for content
creation with LLMs for multiple output formats. Prompt optimization
and output validation with JSON Schemas. Assessment and
evaluation of content quality.
Python
OpenAI
Elevenlabs
Stable Diffusion
Streamlit
Project Lead, Architecture concept
Implementation of parameter optimisation for industrial plant
controllers.
Python
Redis
SignalR
Development, Analysis, Integration concept
Conception and implementation of machine learning pipelines
including the definition of the pipeline structure, validation &
improvement of machine learning models for molecule property
prediction (toxicity). Development of training and prediction
pipelines in AzureML. Service integration in existing IT landscape.
Model deployment in production through CI/CD.
Python
Tensorflow
PyTorch
AzureML
FastAPI
Development, Prototyping, Architecture concept
Implementation of smart sequences for industrial plant control
handling disturbances and fallbacks.
DOTNET
C#
Redis
SignalR
Telerik/WPF
Method development, Data analytics
Visualization and embedding of extrusion process data.
Optimization of the extrusion start process with smart sensors.
Python
Tensorflow
Scikit-learn
Development, Deployment and Commissioning on-site
Development of several autonomous functions for controlling an
log yard crane. Specific contributions: a) Active sway cancelling for
gantry and tRoley movements, b) detection of safety violation, c)
identification of ideal grasping point using LIDAR scans. d)
Maintenance and extension of the azure crane image database
C++
OpenCV
Hardware integration such as SICK
LIDAR scanners and vision cameras
azure functions
azure
storage
elastic search
Development of a Dashboard application that provides insights into
career options and job recommendations.
Python
Plotly
Dashboard
HiveSQL
PyHive
Docker
Development and integration of the API service into the certification
processing workflow for automated product data validation.
J2EE
Maven
Docker
OpenAPI
Design, Development
Development of extendable report module for providing insights into
cancer research and clinical studies. API development and
integration into jupyter environment for in-house statisticians.
Python
Pandas
Docker
OpenAPI
Keycloak
Pandoc
Markdown
Design, Development
Architecture, Interface validation, Control implementation using
hierarchical behaviours automating a mining shuttle.
Python
Numpy
Tensorflow
Plotly
Dash
Algorithmic optimization for the detection of QRS complex.
Python
Numpy
Matplotlib
Automated validation and matching of product data and pictures for
enhanced data quality certification.
Python
Numpy
Azure Cognitive Services
OCR
Development Django-Backend, Development Data Science Modules
Development of software for labeling similar sections in time series.
Python
Tensorflow
Numpy
Scipy
Django
Pytest
Development/Consulting in Sound-Intelligence-Project, Sensor aggregation, Compression, etc.
Development of modules for real-time condition monitoring and
merging of sensor data.
Python
Tensorflow
Numpy
Scipy
SQL
Pandas
Project Lead, Development of Data Science Module
Development of a desktop application for the detection of sound
anomalies in spectrograms of acoustic motor engine measurements
for quality assessment.
Python
Tensorflow
Numpy
Scipy
Matplotlib
Django
Pytest
Pandas
Project Lead of PoC, Application & Development
Development of Transfer Learning of Neural Networks for anomaly
detection and failure classification of industrials plants based on
sound and vibration sensor data.
Deep Learning
Tensorflow
python
Development of real-time capable C Software, compiled for a micro-contRoler, Analytical contRoler evaluation
Self-learning and self-optimizing neural control at the internal
combustion engine, real-time capable control software.
Project Lead of PoC
Development of Neural networks for anomaly detection and failure
classification on vibration data.
Deep Learning
Tensorflow
python
First author of Nature Scientific Reports Publication
PhD Student in the Neuroinformatics Research group (IDOR) and
LAPIS, PEB (UFRJ)
Matlab
Javascript
3D.js
Integration of Hardware und Software for Analysis pf peripheral sensors
Integration and Application of a Neurofeedback-System
Software development of Frontend and Backend
Microsoft Foundation Classes
C++
Oracle
PL/SQL
Development of calibration and control of tracking accuracy of surgical tools
Development of navigation software for surgical intervention on the spine.
C++
NDI Polaris
Microsoft Foundation Classes
Development of the algorithm for betweenness centrality and other centrality measures
Java
yFiles
yEd
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