Projektinhalt:
Development of reliable, robust and scalable machine learning systems and platforms, created 360° customer insights data platform that feeds data into several downstream systems including a DMP for online advertising, designed a privacy-preserving data science platform for marketing departments of 8 group companies to comply with changes in privacy laws and managed its implementation, developed solutions to create a common latent feature representation from heterogeneous internal and external data sources using novel deep learning techniques. Conducted internal “business development” to promote group wide use of services and data pools.
Technologien & Methodik:
Python, R, Hadoop, Spark, Pandas, Scikit-Learn, Keras, TensorFlow, PyMC3, R-Studio, PostgreSQL, MySQL, Vertica, Greenplum, Jupyter, Anaconda, Git, Jenkins