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頑張りましょう
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頑張りましょう

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CelineBoutinon/README.md

alt README header

⛏️ I transform raw data into actionable business insights 💎


🎓 What I'm currently learning



✨ Check out my latest projects

📌 Market segmentation & customer behaviour

  • Establishing & maintaining a customer segmentation model for online Brazilian marketplace Olist
  • Identifying & analysing potential export markets for French chicken products

📌 Fraud detection

📌 Image classification

  • Classifying consumer products with CNNs, text vectors & text embeddings for an online marketplace
  • A Big Data image classification architecture applied to fruits recognition with AWS EMR
  • An applied performance comparison of visual transformers with CNN image classifiers

📌 Model serving & CI/CD

  • Predicting the energy consumption & greenhouse gas emissions of non-residential buildings for the City of Seattle
  • Deploying a consumer credit risk assessment & decision tool on Streamlit with PyTest, Flask & Render

📌 Inclusive storytelling

  • Creating a dashboard for colorblind & visually impaired users with Shap and Streamlit

  • Analysing worldwide access to drinking water with PowerBI

📌 Data mining & exploratory data analysis

  • Data quality analysis & inventory management for an online fine wine store

  • A GDPR-compliant, no-code analysis of gender equality in the workplace with Knime Analytics

  • A worldwide analysis of food insecurity with a focus on the Thai cassava paradox

📌 Statistical analyses & tests

📌 Database management

  • Building & querying a restaurant's staff & customer database in MySQL with a Python client

  • Using public data to create a nationwide real-estate database with MySQL Workbench

I’m currently working on harnessing the power of Sagemaker AI for my next portfolio projects - mapping & forecasting international 🍅 paste trade & assessing wild 🍄 edibility... watch this space!


✨ Contact me

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  1. faux-billets faux-billets Public

    ENSAE-ENSAI Formation Continue (Cepe)/OpenClassrooms Data Analyst 2022-2023 - Projet 10

    Python

  2. chicken-run chicken-run Public

    ENSAE-ENSAI Formation Continue (Cepe)/OpenClassrooms Data Analyst 2022-2023 - Projet 9

    Python

  3. client-segmentation client-segmentation Public

    CentraleSupélec/OpenClassrooms Data Scientist 2024-2025 - Projet 5

    Python

  4. energy-consumption energy-consumption Public

    CentraleSupélec/OpenClassrooms Data Scientist 2024-2025 - Projet 4

    Python

  5. visual-transformers visual-transformers Public

    CentraleSupélec/OpenClassrooms Data Scientist 2024-2025 - Projet 8 (veille technologique seule)

    Python

  6. credit-scoring credit-scoring Public

    CentraleSupélec/OpenClassrooms Data Scientist 2024-2025 - Projet 7 (EDA & modélisation seules)

    Python