Description

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.

Languages

Italian
Native or bilingual
English
Fluent
French
Fluent
German
Conversational

Workplace preferences

Can work on-site

Berlin (up to 50km)

Self employed
Freelance Data Scientist
DIGITAL AND IT
April 2017 - Today (9 years and 2 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 (6 years and 10 months)
Berlin Area, Germany
Waive - Intelligent Content Marketing
Lead Data Scientist/Data Engineer (contractor)
July 2017 - March 2018 (8 months)
London, United Kingdom