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Mously DiawMD

Mously Diaw

Senior ML Engineer / Lead Data Scientist / MLOps

€700/day
Paris, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Mously

I am a Machine Learning Engineer with over 7 years of experience in the field. My passion for machine learning (ML), NLP, Deep Learning, and GEN AI has allowed me to develop strong skills in Python, R, and PySpark, as well as expertise in project management and ML solution deployment. I have worked with cloud platforms such as GCP, AWS, Azure, DigitalOcean, and Databricks to create cutting-edge machine learning models.

As an ML professional, I have a strong focus on project management, MLOps, and AI training, ensuring seamless integration of models into production. My experience includes effective coordination of development teams, implementation of robust data pipelines, development of ML models, and deployment and maintenance of algorithms in production.

My main goal as a freelancer is to collaborate with clients to solve complex problems using machine learning, while providing exceptional project management to ensure project success. If you are looking for an ML expert who can transform data into actionable solutions, I am ready to put my skills and experience at your service.
  • French

    Native or bilingual

  • English

    Fluent

  • Wolof

    Native or bilingual

Can work on-site
Paris (up to 50km)

Experience

  • eni gas & power France
    Lead Machine Learning Engineer
    ENERGY AND UTILITIES
    December 2022 - Today (3 years and 6 months)
    Levallois-Perret, France
    Predictive marketing: churn curves, propensity score, moving score, ...
    Customer segmentation
    Data analysis & business intelligence
    Project management
    Machine Learning Roadmap
    Production deployment, monitoring, and tracking
    Automation of learning and prediction processes
    R&D, machine learning sharing
    Popularization of concepts and results
    Python PostgreSQL Marketing Machine learning Project management Agile methodology Team management deployment roadmap MLOps Gitlab r
  • AXSMarine
    Senior Machine Learning Engineer
    TRANSPORTATION
    August 2022 - November 2022 (3 months)
    Paris, France
    Understanding business needs and implementing solutions
    Email classification
    Text segmentation
    Named Entity Recognition (NER)
    Deployment and monitoring of models in production
    Popularization of concepts and results
    Technologies: python, aws, spacy, flair, fasttext, bert, nltk, sklearn, xgboost, lightgbm, hyperopt, optuna, pycaret, mysql, fastapi, papermi
    NLP Spacy BERT Amazon Web Services (AWS) Python papermill FastAPI MySQL Streamlit
  • SEN-IA
    AI/MLOPS Trainer
    TECH
    June 2021 - Today (4 years and 11 months)
    Paris, France
    Evaluator mentor at OpenClassrooms
    Big Data and Machine Learning Trainer at ENSAE Dakar
    Data Engineering and MLOps Trainer at EPT Senegal
    Dashboarding Trainer with Python at IA-School
    segmentation Scoring NLP Google Cloud Platform (GCP) Machine learning Project scoping Python PySpark Streamlit Amazon Web Services (AWS) SQL MySQL PostgreSQL SQLite

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Education

  • Master in Data Science
    Université Paris Saclay x Ecole Polytechnique
    2016
    Formation en Data Science

Skill set (77)

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