Mohamed Jmel

Experience

• 

  ASK Tunisia

  Jun 2018 - Jul 2018

  Operator internship

  Understand the operation of a company and perform various tasks such as electrical control of cables.

• 

  UNESP

  Jun 2019 - Aug 2019

  Engineering internship

  Implement a code based on Bayesian statistics which determines the unknown parameters of a distribution based on the MCMC algorithm. (Python, R)

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  Biware Consulting

  Nov 2019 - Dec 2019

  Data Scientist

  Create a resume evaluation model used by human resources departments in the management of applications. This model uses variate data mining techniques to enable the automatic extraction of the useful information from several types of resumes. (Python, R)

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  Markem-Imaje

  Mar 2020 - Dec 2023

  Data Science:- Building a Web application for data processing, cleaning, and transformation.- Appliying Natural Language Processing algorithms for multi-label classification of textual maintenance data.- Development of Machine Learning algorithms for predictive maintenance.- Segmentation of customers based on their usage habits and behavior.- Creation of PowerBI dashboards to visualize the results. The dashboards were used to analyze data, identify trends, and make decisions.- Raising awareness among managers about the importance of data through Proof of Concepts (POCs) and calculated Key Performance Indicators (KPIs).Data Engineer:- Migration of our pipelines and scripts to Microsoft Azure: Setting up a cloud architecture for our data flows, automating data collection, managing storage, and developing and configuring pipelines running in real-time and batch modes. (Azure Data Factory, Azure Synapse Analytics, Azure Automation, Azure Functions, Azure Storage, Azure Logic App, etc.)- Use of Azure Machine Learning for training and deploying prediction models.- Creation of flows in Power Automate for process automation. Show less

  • Data Scientist/Engineer

    Sept 2021 - Dec 2023

  • Data Scientist

    Mar 2021 - Aug 2021

  • Data scientist

    Mar 2020 - Feb 2021
• 

  Superprof

  Sept 2020 - Sept 2021

  Freelance

  Teaching courses in Machine Learning and Deep Learning with Python and R, assistance with school projects and assignments .

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  MERITIS

  Apr 2022 - now

  Data Scientist
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  Kering

  Feb 2024 - now

  Data Engineer

  - Driving the implementation of Data Mesh architecture to decentralize data ownership and empower domain teams.- Building scalable and efficient data products, each representing a source system and ingesting data seamlessly.- Leveraging dbt (SQL + Python) for data transformation and model creation, ensuring maintainability and performance.- Utilizing diverse ingestion pipelines, including GCS ingestion and Airbyte, to enable real-time and batch data flows.- Managing data storage in BigQuery and facilitating secure exports to cloud storage buckets.- Ensuring data privacy, security, and access control, aligning with best practices and compliance requirements. Show less