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Georf Miguiama BambaGM

Georf Miguiama Bamba

Lead AI | Data Science

€600/day
Paris, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Georf

Holder of an engineering degree in Data Science from ESIEA, an Executive Short Certificate Data For Managers from HEC PARIS, and Artificial Intelligence: Business Strategies and Applications from BERKELEY UNIVERSITY. Additionally, I am an Azure Data Engineer and Azure Associate Data Scientist. I have over 7 years of experience as a Data Scientist in the heavy industry sector and one year of experience in the cosmetics sector.

I am also an experienced tutor, helping students of various academic levels improve their problem-solving, communication, and time management skills. I assist students in preparing for exams and writing essays and dissertations, using creative teaching techniques to help them understand difficult concepts. Through my tutoring experience, I have developed coaching, mentoring, and guiding skills that enable me to lead students towards their academic and professional success.
👉 Several of the students I mentor have earned their engineering degrees with honors.

My expertise covers the following areas:
✔Development of statistical models
✔Python and R programming
✔Development, testing, deployment, and monitoring of models in production
✔Development of optimization models, operational research, etc.
✔Development of frontend and backend applications
✔Trainer in DMAIC methodology (SixSigma)
✔Collection and analysis of reporting & data visualization needs
✔Facilitation of business workshops
✔Report development
✔Agile methodology
✔Support for students during their end-of-studies internships
✔Support for students during their CV writing

See you soon 😊
  • English

    Fluent

  • French

    Native or bilingual

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

Experience

  • TEREOS
    Lead Data Scientist
    January 2024 - Today (2 years and 5 months)
    Objective: Manage and deploy DS/ML/AI solutions
    • Improvement of production plant performance
    • Manage a team of 4 Data Scientists
    • Identification of DS use cases with plant directors
    • Deployment of ML models on Azure and AWS (EU & BR)
    • Management of DS projects for sites in France, Belgium, and Spain
    • Selection of Data Science tools and establishment of standards
    • Development of 6 yield forecasting models for agriculture
    • Evaluation of data quality with business units
    • Development of PoCs and deployment of PoVs
    Technical and behavioral environment:
    ◦ Python, Jupyter Notebook, Scikit-learn, Pandas, Power BI
    ◦ Team spirit, communication, rigor, skills=[]
  • L'OREAL
    Data Scientist
    January 2018 - December 2018 (11 months)
    Objective: Fraud Detection and Product Recommendation
    • The algorithm enabled the detection of 74 stores in 8 weeks, whereas the business unit had detected 16 stores in 2 years.
    • Highly satisfactory recommendations and industrialization
    • Industrialization of the solution on Azure Machine Learning
    Technical environment:
    • Python, Jupyter Notebook, Scikit-learn, Pandas, R, AWS, TIBCO Statistica, Azure ML, Git, IBM Watson Studio, skills=[]
  • TALAN Solution
    Data Scientist
    September 2016 - February 2017 (5 months)
    Creation of an Artificial Intelligence model for automatic CV classification (NLP)
    Groupe Talan Solution aims to automate the classification of thousands of CVs received daily online. The objective was to develop a machine learning algorithm capable of analyzing and classifying CVs in real-time based on different categories such as DS, Big Data, MDM, and Data Analysis.
    Python, Azure DevOps, R, R Studio, PostgreSQL, Github, skills=[]

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Education

  • Bachelor's and Master's 1
    ESIEA
    2017
    Licence 3 et Master 1
  • Short Certificate Data For Managers
    HEC Paris Microsoft Azure
    Short Certificat Data For Managers

Certifications

Skill set

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