Senior Lead Data Scientist

11/2018 – offen

- Lead data scientist and developer of predictive maintenances, failure prediction, and root cause analysis projects based on machine learning for Daimler’s trucks
- Supporting implementation of big data platform based on Azure for Daimler
- Developing and implementation of machine learning and analytic products
- Supervising junior data scientists, internships, and master student’s theses based on machine learning topics
- Working in an agile team structure

Big Data, Data Mining, Predictive analytics, Keras, TensorFlow, Python

11/2016 – 10/2018

- Lead data scientist and developer of different customer behavior analysis use cases etc., customer retention, payment behavior, and lead conversion prediction models
- Successfully developing different use cases based on the machine learning algorithms (i.e. Neural Networks, Random Forest, Classification, Clustering, Feature Selection, etc.) for different countries
- Cooperating with different consultant and IT team to convert the use cases to product for different countries based on the R, Microsoft R services, or Shiny App
- Working in an agile team structure

Big Data, Data Mining, Predictive analytics, Neuronale Netze, Python

7/2013 – 10/2016

- Developer of probabilistic prediction models for predicting geotechnical target parameters with considering data uncertainty based on artificial neural networks
- Developing subjective and technical maps clustering model based on the different machine learning clustering algorithms and image processing
- Creating a prediction for soil moisture based on the artificial neural networks
- Member of IP Predictions group, sharing knowledge with team members about optimization, data mining, Machine learning, and their applications in environmental earth sciences

Geowissenschaft, Big Data, Data Mining, Predictive analytics, MATLAB / Simulink