IT Software Entwickler

12/2019 – 1/2020

Full lyfecycle implementation of a machine learning classification service.
Design and development of the classification service, deployment and a monitoring solution.

Apache Hadoop, Maschinelles Lernen, PyTorch, Python, Google Cloud, Amazon Web Services (AWS)

4/2019 – 12/2019

• Created deep learning classification service during my bachelor thesis using Pytorch, Scikit-learn, Kibana, various dimensionality reduction techniques, Python, Numpy, Pandas
• Developed machine learning deployment, test and monitoring solution
• Extended legacy Java classification services

Pandas DataFrame, TensorFlow, Docker, Java (allg.), JUnit, Python, JavaScript, Vue.js

4/2018 – 4/2019

• Worked on a financial web scraping application used by millions of customers every day
• Worked closely with software development team members to design and develop robust webscraping solutions to meet customers requirements for functionality, scalability and performance
• Modified existing webscraping interfaces to correct coding errors, upgrade interfaces, incorporate new features and improve overall performance

Back-End Entwicklung, Docker, Java (allg.), Jenkins, JUnit, JavaScript