Data Scientist/ Consultant

10/2019 – 8/2022

* Developed several AI services with major focus on Natural Language Processing and Computer Vision use cases for customers in the public sector.
* Coordinated and contributed to the implementation of an end-to-end machine learning solution in the automotive sector, including requirements definition, data collection and annotation, model preparation and deployment.
* Trained, validated, and deployed various state-of-the-art deep learning models for defect recognition in vehicles and user anonymization under custom conditions.
* Built and maintained cloud microservices for data processing and machine learning inference at scale.
* Communicated and presented Data Science project topics to customers and stakeholders.

Bilderkennung, Bildverarbeitung, Faltendes Neuronales Netzwerk (CNN), Machine Translation, Maschinelles Lernen, Pandas, Pytorch, Rekurrentes Neuronales Netzwerk (RNN), Scikit-learn, Tensorflow, Transformer, Text Mining, Text-Extraction, Textklassifikation, Agile Methodologie, Scrum, Python, Microsoft Azure

10/2015 – 12/2018

* Developed a machine learning solution to predict the duration of a delivery in the last mile within the scope of a proof of concept.
* Acted as Scrum Master in internal Java-software-development projects.
* Modeled and optimized ITIL operating and service processes in a project team of around 300 people for a customer in the public sector.

ITIL, Maschinelles Lernen, Pandas, Scikit-learn, Agile Methodologie, Projektmanagement (IT), Scrum, Android Entwicklung, Java (allg.), VBA (Visual Basic for Applications), Prozessoptimierung, Prozessmanagement, Requirements Management