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Fabio GoriFG

Fabio Gori

Principal AI Consultant and Data Scientist for R&D

€ 960/dag
The Hague, NL
15+ jaar

Gemiddelde responstijd: 1 uur

Over Fabio

With two decades of experience in the advanced analytics space, including multiple Nasdaq-listed companies, and appearance on BBC News, I help firms leverage data to create value, innovation, and impact, by identifying AI/ML use cases that are worth pursuing, turn them into multi-year projects, and developing solutions for them. Beside AI strategy, solution development, and AI training for leadership, I have experience in bioinformatics, analytical validation of software, technical & grant writing, and public speaking.

I have worked with leading organizations in various domains, such as BioNTech, AkzoNobel, T-Mobile, and several academic institutions. I have built and delivered AI solutions for challenges in biotech (assay analysis automation, diagnostics, precision medicine), manufacturing, and telco. I have also designed an Applied Data Science MSc program. I am passionate about bridging the gap between AI and domain expertise, and empowering my clients to make data-driven decisions. I was the employee number 5 of a startup later acquired by AMD.

General services provided:

Also on the news:
AAAS: BBC News: Science Daily:
Industrial AI experience: machine learning, causal discovery, design and implement analytical method validation plans for predictive software, data analysis, deep learning, QC design, dashboard & reporting systems, statistical software under GxP.

Academic experience: applied algorithm development, feature design, statistical modeling, data processing pipeline development, applied control theory, PDEs/ODEs modeling, design machine learning approaches.

Bioinformatics&biotech: assay analysis automation, NGS data processing and analysis, metagenomics, ELISPOT, precision medicine for oncology, antibiotic resistance, mass-spectrometry data.
  • Italiaans

    Tweetalig / moedertaal

  • Engels

    Vloeiend

  • Nederlands

    Basiskennis

Kan op locatie werken
The Hague (tot 50km), Amsterdam (tot 10km), Rotterdam (tot 10km), Utrecht (tot 30km)

Werkervaring

  • Self-Employed
    Principal AI Consultant & Data Scientist
    oktober 2023 - Vandaag (2 jaren en 8 maanden)
    • Develop AI strategies, design AI projects, write subsidies applications & secure funds
    • Production-ready prototyping of AI and automation solutions
    • Give talks on AI to general audiences and experts of other domains
    • Developing an application for audio classification at scale
    • Data processing and analysis for process engineering
    Artificial Intelligence Process Optimization Corporate strategy Public Speaking Research and Development (R&D)
  • In Ovo | Join our team!
    Data Scientist
    BIOTECHNOLOGIE
    april 2022 - Vandaag (4 jaren en 2 maanden)
    Leiden, Netherlands
    Business: determine sex of eggs to avoid male chicken culling
    Role:
    • First data scientist hired by the company
    • End-to-end development of automated analytical report generator
    • Ideate and co-develop anomaly detection dashboard via asymmetry detection
    • Increase predictive model performance by 25% via improving data quality
    Machine learning Python Data visualization MongoDB Mass Spectrometry Data Analysis Pandas Jupyter Scikit-learn Scipy Seaborn
  • Machine2Learn
    Senior Data Scientist
    DIGITAAL BUREAU & IT-CONSULTANCY
    april 2018 - maart 2022 (3 jaren en 11 maanden)
    Amsterdam, Netherlands
    Company: develop AI solutions for industrial and academic customers
    Role:
    • Joined in the 7th month of this boutique AI consulting company as employee number 5
    • Internal lead of EU projects on AI & healthcare: Prime (https://prime-study.eu) and Aggressotype (https://www.aggressotype.eu - completed)
    • Lead writer of scientific grants (two H2020 proposals accepted), tenders, technical documents, and business proposals; presenter to external academic and industrial audiences
    • Support design of Applied Data Science MSc program
    • Save on tech upgrade budget via demand forecasting via AI https:// machine2learn.com/use-cases/demand-forecasting-tmobile/
    • Save 15%+ on manual operation via solving advanced optimal mixture problems - https://machine2learn.com/use-cases/process-optimisation akzonobel/
    • Design & implement causal discovery software
    • Successfully develop real-time processing pipeline for data streamed from wearables
    • Successfully develop an analytical framework for image processing algorithm evaluation
    • Exploratory data analysis for business case development
    • Unit testing (R) and property-base automated testing (Python)
    • Biomedical data integration and bias compensation
    • Successfully generate realistic artificial data based on domain expert knowledge and literature research
    • Deep learning (Keras&Tensorflow)
    • Develop classification and regression models
    Research&Development Machine learning Biomedical Data Grant Writing Technical project management AI Software Testing Tech Lead R Causality Mathematical Optimization

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Opleidingen

  • Doctor of Philosophy (PhD), Machine Learning & Bioinformatics
    Radboud University Nijmegen
    2012
    Doctor of Philosophy (PhD), Machine Learning & Bioinformatics
  • Master Degree (Laurea Vecchio Ordinamento), Mathematics
    Università di Pisa
    2007
    Master Degree (Laurea Vecchio Ordinamento), Mathematics

Diploma's

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