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Matteo G.

Senior Machine Learning Engineer
  • Suggested rate
    €920 / day
  • Experience8-15 years
  • Response time1 hour
The project will begin once you accept Matteo's quote.
Location and workplace preferences
Location
Berlin, Deutschland
Can work onsite in your office in
  • and around Berlin (up to 50km)
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Skill set
Matteo in a few words
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.
Experience
  • Self employed
    Freelance Data Scientist
    DIGITAL & IT
    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).
  • AI Guild
    Founding Member
    August 2019 - Today (5 years and 3 months)
    Berlin Area, Germany
  • Waive - Intelligent Content Marketing
    Lead Data Scientist/Data Engineer (contractor)
    July 2017 - March 2018 (8 months)
    London, United Kingdom
Recommendations
Education
  • Doctor of Philosophy (Ph.D.)
    Ecole polytechnique
    2012
  • Master's degree
    Università degli Studi di Milano-Bicocca
    2009
  • Bachelor's degree
    Università degli Studi di Milano-Bicocca
    2006