Project Support and Execution

Speed and flexibility in your data-driven projects

I will gladly support you in your projects. I offer you high flexibility through fast availability. On site and remote. Project language English or German. At the same time, there are no long training periods and your project is quickly put on the road to success.

My core competences are data science and software development in Python. 

Methods

Software Development

  • DevOps (Unit Testing, Test-driven Development, Continuous Integration, Continuous Deployment, Code Versioning)
  • Coding best practices (Documentation, Type Hints etc.)
  • Agile Projectmanagement (Scrum) 

Data Science

  • Data analytics
  • Data visualisation
  • Deep Learning, XGBoost
  • Automated Machine Learning, Transfer Learning, Meta Learning
  • Forecasts, Anomalie-Detection, Learning-to-Rank, Reinforcement Learning, Predictive Maintenance, Privacy Preserving Machine Learning

Tools

  • Git
  • Jenkins
  • Docker, Kubernetes, Cloudfoundry
  • AWS, Google Cloud
  • Confluence, Jira
  • PyCharm, Atom, Jupyter Notebook, Colab
  • Kafka
  • Spark
  • Hadoop
  • MongoDB, MySQL, PostgreSQL, Hive
  • Elasticsearch, Logstash, Kibana
  • Unix, Bash
  • HTML, CSS, Javascript, JSX, React
  • NumPy, Pandas
  • Matplotlib, Seaborn
  • TensorFlow, Keras, Scikit-learn, Rllib
  • NNI
  • PySpark, MLlib

Contact

Are you interested? Then you are welcome to contact me!