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thibautmodrin/README.md

πŸ‘‹ Welcome to my GitHub!

🎯 Data Engineer | Machine Learning Engineer | ELT Pipelines | MLOps | CI/CD Automation

I am a Data Engineer in professional transition, specialized in building modern ELT data pipelines using Airbyte, dbt, Snowflake, and Airflow to transform raw data into actionable marketing insights and robust, production-ready machine learning models.

πŸ’» Currently completing the Fullstack & Lead Data Science bootcamp at Jedha, I focus on:

  • Designing and automating ELT data pipelines (Airbyte, dbt, Snowflake, Airflow)
  • Data analysis and modeling (Machine Learning, Scikit-learn)
  • Deploying robust ML APIs (FastAPI) and implementing production monitoring (MLflow, Evidently)
  • Automating workflows and deployments with CI/CD best practices for scalability, quality, and maintainability

πŸ”¨ Key Projects:

  • Development and deployment of a Machine Learning prediction model with a Streamlit application to showcase inference results.
  • End-to-end data pipeline project: from data ingestion (Airbyte) and transformation (dbt), to cloud data warehousing (Snowflake), ML modeling, API deployment (FastAPI), orchestration (Airflow), MLOps monitoring (MLflow, Evidently), and CI/CD automation for continuous delivery.

πŸ“« Get in touch or collaborate:

🌍 A bit about me:

I've always been drawn to data without realizing it. Passionate about travel, a true connoisseur of Costa Rica πŸ‡¨πŸ‡·, an epicurean at heart, and a salsa 🎹 enthusiast, I believe curiosity and enjoyment are the best drivers for learning and growth.

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