experience

rtl data
lead data scientist
2021 - Now

Guided multiple teams in pioneering MLOps practices and led strategic AI projects, including a notable Live TV AI interview project.

qimia
senior consultant
2017 - 2021

Delivered data science and engineering solutions across various client projects, ensuring tailored approaches to meet unique challenges in different sectors.

consulting clients:
henkel
senior data scientist
2020 - 2021

Refined and enhanced existing classifier and recommender models and infrastructures to streamline operations and enhance predictive accuracy.

prosiebensat.1 media
senior data scientist
2019 - 2020

Led data science initiatives to optimize TV ad placement and developed a robust strategy for data science applications on AWS, ensuring alignment with business objectives.

telefonica germany
ml engineer
2017–2019

Developed and continuously enhanced a high-volume time series anomaly detection platform, while fostering improved code practices through the introduction of Git, CI, Unit Tests, and Technical Debt Management.

technical skills

Programming Languages: Expert: Python / SQL, Intermediate: Scala / Java
Data Science: Keras, Tensorflow, Catboost, Scikit-Learn, Implicit, Jupyter
Statistics: Hypothesis Testing, Error Calculus, A/B Testing
MLOps: Kubeflow, MLFlow, Katib, Great Expectations
Data Engineering: Linux, Spark, Kafka, OracleDB, Docker, Airflow
Cloud: GCP, AWS
Visualisation: Plotly, Matplotlib, Seaborn, Streamlit, Tableau, PowerBI
Software Development: PyCharm, Git, Git-Flow, TDD, CI / CD, Code Reviews, Scrum, Technical Debt Management
Web: FastAPI, Flask, Bootstrap, HTML, CSS
Languages: Fluent: German and English, Basic: Spanish