Basma El Amel Boussaha, Ph.D

Senior Data Scientist (NLP) at Della
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Contact Information
us****@****om
(386) 825-5501
Location
Greater Paris Metropolitan Region, FR
Languages
  • French Native or bilingual proficiency
  • English Full professional proficiency
  • Arabic Native or bilingual proficiency

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Credentials

  • Acclerated Deep Learning with Tensorflow workshop
    NVIDIA
    Jan, 2017
    - Oct, 2024
  • Machine learning - Stanford University
    Coursera
    Dec, 2014
    - Oct, 2024

Experience

  • Della | Wolters Kluwer
    • United Kingdom
    • Law Practice
    • 1 - 100 Employee
    • Senior Data Scientist (NLP)
      • Apr 2020 - Present

      - Develop, test and deploy deep learning based Question Answering models. - ML life cycle management: MLFlow, Airflow, Nvidia Triton, HuggingFace Inference Endpoints. - NLP/ML libraries: HuggingFace, Tensorflow, Pytorch, Keras, Sklearn. - Cloud solutions: Azure, AWS - Infrastructure: Kubernetes, Docker. - CI/CD pipelines: Circle CI, GitHub Actions. - Develop, test and deploy deep learning based Question Answering models. - ML life cycle management: MLFlow, Airflow, Nvidia Triton, HuggingFace Inference Endpoints. - NLP/ML libraries: HuggingFace, Tensorflow, Pytorch, Keras, Sklearn. - Cloud solutions: Azure, AWS - Infrastructure: Kubernetes, Docker. - CI/CD pipelines: Circle CI, GitHub Actions.

  • Nantes Université
    • France
    • Higher Education
    • 700 & Above Employee
    • Researcher PHD Student
      • Oct 2016 - Oct 2019

      - Natural Language Processing (NLP). - Retrieval-based dialogue systems (chatbots). - Deep learning-based models. - LSTM, CNN, GANs, Elmo, BERT, Transformers, etc. - Natural Language Processing (NLP). - Retrieval-based dialogue systems (chatbots). - Deep learning-based models. - LSTM, CNN, GANs, Elmo, BERT, Transformers, etc.

  • IUT de Nantes
    • France
    • Higher Education
    • 100 - 200 Employee
    • Teaching Assistant
      • Sep 2017 - Sep 2019

      - Deep learning for NLP. - Introduction to algorithmic and programming. - Data structure and fundamental algorithms. - Object Oriented Programming. - Mathematical Modeling. - Deep learning for NLP. - Introduction to algorithmic and programming. - Data structure and fundamental algorithms. - Object Oriented Programming. - Mathematical Modeling.

  • Orange
    • France
    • Telecommunications
    • 700 & Above Employee
    • Research Internship
      • Mar 2016 - Aug 2016

Education

  • Université de Nantes
    Doctor of Philosophy - PhD, Computer Science
    2016 - 2019
  • Université Paris-Saclay
    Master of Science - MS, Computer Science
    2015 - 2016
  • Ecole nationale Superieure d'Informatique (ESI)
    Engineer's degree, Computer Science
    2010 - 2015

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