Beschreibung

I build machine-learning products and assist my clients at all stages of development (end-to-end). I build complete Data Science pipelines, 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.

Sprachen

Italienisch
Muttersprachlich oder zweisprachig
Englisch
Verhandlungssicher
Französisch
Verhandlungssicher
Deutsch
Konversationssicher

Arbeitsortpräferenzen

Vor Ort möglich

Berlin (bis zu 50 km)

Self employed
Freelance Data Scientist
DIGITALAGENTUREN & IT-CONSULTING
April 2017 - Heute (9 Jahre und 2 Monate)
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).
AI Guild
Founding Member
August 2019 - Heute (6 Jahre und 10 Monate)
Berlin Area, Germany
Waive - Intelligent Content Marketing
Lead Data Scientist/Data Engineer (contractor)
Juli 2017 - März 2018 (8 Monate)
London, United Kingdom