April 2017 - Today (7 years and 7 months)
Berlin Area, Germany
I build machine-learning products and assist my clients at all stages of development. I can build a complete Data Science pipeline, from data collection and filtering, to development and training of machine-learning models, ending with production deployment. This includes work needed to make stuff work "in real life" e.g. data engineering and software development.
Recent projects:
- Author of Big Data Technologies course book for master program in Data Science and AI (with IUBH University)
- Data ingestion pipeline for drug discovery in cheminformatics (with Hotspot Therapeutics)
- Document discovery system for research archive (with Königsweg GmbH and Daimler AG)
- Question-answering system in the field of rail infrastructure law (with Cordian GmbH and Deutsche Bahn AG)
- Factorization machines of big data for user targeting in e-commerce (with Scout24 AG);
- Web application for performance marketing forecasting (with Pivigo LTD);
- Vehicle routing optimization for logistics (with Idalab GmbH);
- Network analysis of social media data with graph databases (with Unbound LTD));
- Time-series forecast of supplier payments in transportation (with Idalab GmbH);
- Data product for content marketers (Marketing trends prediction algorithm, ETL, integration of NLP models) (with Pivigo LTD and Waive LTD);
- Machine-learning models for education (unsupervised clustering of schools for disadvantaged students performance prediction, sponsor recommender system for under-performing schools) (with Pivigo LTD and DfE, UK);
- Machine-learning pipeline for purchase prediction in the house movers market (with Pivigo LTD).