Experience

• 

  PEAQOCK

  • Morocco
  • IT Services and IT Consulting
  • 1 - 100 Employee

  • Data Scientist

    • Aug 2023 - Present

  • Data Scientist Intern

    • Feb 2023 - Jul 2023

    • Creation of a multi-threaded workflow for efficient data extraction and parallel task processing.• Establishing an Elasticsearch environment to index extracted data and leverage the robust search capabilities of Elastic's powerful engine.• Designing a secured API that interfaces with Elasticsearch indexes, incorporating JWT for route protection, and enabling users to tailor their search criteria using the Levenshtein algorithm.• Deploying an automated CI/CD pipeline through GitHub Actions to facilitate seamless API deployment to a server environment.• Extracting fraud scenarios through SQL queries.• Training CTGAN model with the extracted data in order to generate new fraud scenarios.

• 

  Marocmétrie

  • Casablanca Metropolitan Area

  • Data Engineer Intern

    • Jul 2022 - Sep 2022
    • Casablanca Metropolitan Area

    • Developing ETLs that transformed data from various sources into formats that can be used.• Identifying the sources of the data, extracting the relevant data from those sources, and then transforming the data into a format that is compatible with the target system.• Creating pipeline to automate the ETL process that had been previously developed.• Setting up a workflow that specify the order in which the ETL tasks should be executed, as well as any dependencies between the tasks.• Building an API that made the data extracted from the ETLs available to other applications or services.• Defining the endpoints for the API, as well as specifying the data formats that the API would accept and return, and implementing the necessary functionality to handle requests to the API.• Building a UI that allows users to interact with and visualize the data that had been extracted and processed.• Designing the layout and functionality of the UI, implementing the necessary frontend and backend code, and ensuring that the UI was responsive and easy to use.