Ismail Lbazri

Experience

• 

  OCTO Technology

  Jul 2022 - Sept 2022

  Data Science Intern

  Mise en place d'un modèle d'apprentissage profond pour la détection et calibrage de fraicheur des fruits aux supermarchés .

• 

  Laboratoire d'Informatique Signal et Image de la Côte d'Opale

  Apr 2023 - Aug 2023

  Data Science Intern
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  BUAWEI

  Sept 2023 - now

  Key Responsibilities:- Responsible for the maintenance and evolution of machine learning models in production for one of the company’s largest projects.- Handle both corrective and evolutionary updates to ensure optimal model performance, precision, and scalability.- Lead the integration of new, high-precision models that replace older versions, improving overall system efficiency and performance.- Collaborate with cross-functional teams to ensure seamless deployment, monitoring, and continuous improvement of models in production, meeting client-specific needs and expectations.Technologies & Tools:- Generative AI: Models for synthetic data generation based on GenAI- Languages & Frameworks: Python, PyTorch- Computer Vision: OpenCV- Deployment & Automation: Docker, DVC, Hydra- Version Control & Collaboration: Git, GitLab- Methodologies: Agile, MLOps, and collaborative workflows Show less Key Responsibilities:- Led the generation of synthetic data and enhancement of industrial datasets using Generative AI (GenAI) approaches.- Optimized and maintained machine learning models in production, integrating new models that replaced older ones, significantly improving precision and performance.- Ensured the robustness and scalability of models, collaborating with cross-functional teams for efficient model deployment and continuous integration.Technologies & Tools:- Generative AI: Developed synthetic data generation models based on GenAI- Languages & Frameworks: Python, PyTorch- Computer Vision: OpenCV- Deployment & Automation: Docker, DVC, Hydra- Version Control & Collaboration: Git, GitLab- Methodologies: Agile, MLOps, and collaborative workflows Show less

  • Ingénieur R&D Machine learning & Computer vision

    Sept 2024 - now

  • Alternant R&D Machine learning & Computer vision

    Sept 2023 - Sept 2024