Data Engineer and Data Scientist

11/2018 – offen

Build Serverless Infrastructure with AWS ECS and Stepfunctions for ETL Data Pipelines from Scratch with AWS Cloudformation

Build a Navigation Data Session Model and Train Multi-Channel Attribution Model

Data Science, Big Data, Amazon Web Services (AWS)

4/2017 – 9/2018

Built a Regression Model to Predict Video Quality Based on Textual Data and User Interactions within the simpleshow Tool
Built a LSTM Recurrent Network to Improve Image Search Based on Textual Data like Tagging and User Storyboards
R&D of Image Style Transfer with Convolutional Networks
Development of the Back-End for a Reporting and Testing Environment to Evaluate Machine Learning Implementations as a REST-Service

Data Science, Pandas, Tensorflow, Natural Language Processing, Python

11/2015 – 2/2017

- Development and Implementation of Machine Learning Algorithms for Credit Risk Models and Bank Transaction Classification with Python
- Development and Setup of Message Queuing (RabbitMQ) and Database Architecture
- Code review, -Testing and -Integration
- Sprint Planning and Collaborative Working with Jira, Confluence, Bitbucket, Github

Maschinelles Lernen, Python