Valerio Morelli

Machine Learning Engineer at Ada Health
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Contact Information
us****@****om
(386) 825-5501
Location
DE
Languages
  • English Full professional proficiency
  • German Native or bilingual proficiency
  • Italian Native or bilingual proficiency
  • French Professional working proficiency

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Bio

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Credentials

  • Deep Learning Specialization
    Coursera
    Jun, 2019
    - Nov, 2024
  • Sequence Models
    Coursera
    Jun, 2019
    - Nov, 2024
  • Convolutional Neural Networks
    Coursera
    May, 2019
    - Nov, 2024
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    Coursera
    May, 2019
    - Nov, 2024
  • Structuring Machine Learning Projects
    Coursera
    May, 2019
    - Nov, 2024
  • Neural Networks and Deep Learning
    Coursera
    Mar, 2019
    - Nov, 2024

Experience

  • Ada Health
    • Germany
    • Hospitals and Health Care
    • 200 - 300 Employee
    • Machine Learning Engineer
      • Nov 2021 - Present

      • Built entity recognition and linking system which is the core of an AI assistant for the creation of medical knowledge. Boosted performance from 48.8% to 74% F1 using a novel and simplified architecture (stack: PyTorch, Python, Huggingface, k8s on GCP). • Re-designed backend to enable interactive and real-time assistance to users (stack: Kotlin, PostgreSQL, k8s on GCP). • Built user symptom search using contrastive learning and semantic search techniques. The new search delivers superior performance and requires negligible curation compared to Ada’s keyword-based symptom search.

  • Freelance
    • Freelance ML Engineer
      • Jul 2019 - Present

  • Europace AG
    • Germany
    • Financial Services
    • 100 - 200 Employee
    • Data Scientist
      • May 2020 - Feb 2022

      Built real-estate document classification and information extraction features from scratch and integrated them into production code (stack: PyTorch, Python, AWS Lambda). Built real-estate document classification and information extraction features from scratch and integrated them into production code (stack: PyTorch, Python, AWS Lambda).

  • Auswärtiges Amt (Federal Foreign Office) Germany
    • Germany
    • Government Administration
    • 700 & Above Employee
    • Policy Officer, Strategy and policy planning division, DG Europe
      • Jul 2017 - Jul 2019

  • Deutsche Bundesbank
    • Germany
    • Banking
    • 700 & Above Employee
    • Data Scientist, DG Banking supervision
      • Nov 2016 - Jun 2017

  • European Central Bank
    • Germany
    • Banking
    • 700 & Above Employee
    • Data Scientist, DG Research
      • Sep 2015 - Sep 2016

  • Deutsche Bank
    • Germany
    • Financial Services
    • 700 & Above Employee
    • Intern, Global Markets
      • Oct 2014 - Dec 2014

Education

  • Technische Universität München
    Diplom, Mathematics
    2006 - 2014

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