Fähigkeiten
Matteo in wenigen Worten
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.
Projekt- und Berufserfahrung
- Self employedFreelance Data ScientistDIGITALAGENTUREN & IT-CONSULTINGApril 2017 - Heute (7 Jahre und 10 Monate)Berlin Area, GermanyI 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 GuildFounding MemberAugust 2019 - Heute (5 Jahre und 6 Monate)Berlin Area, Germany
- Waive - Intelligent Content MarketingLead Data Scientist/Data Engineer (contractor)Juli 2017 - März 2018 (8 Monate)London, United Kingdom
Externe Empfehlungen
Ausbildung und Abschlüsse
- Doctor of Philosophy (Ph.D.)Ecole polytechnique2012
- Master's degreeUniversità degli Studi di Milano-Bicocca2009
- Bachelor's degreeUniversità degli Studi di Milano-Bicocca2006