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donat-konan33/README.md

Donatien's GitHub Stats

👋 Hi, I’m Donatien Konan — Machine Learning and Data Science | Exploring Scientific Applications


Here’s a breakdown of my education:

  • 🎓 Data Engineering Bootcamp @ Le Wagon (Paris)
  • 🎓 MSc in Data Science @ CentraleSupelec / OpenClassrooms (Paris)
  • 🎓 MSc in New Technologies for Energy — specializing in storage materials and characterization @ Université de Tours (France)
  • 🎓 Maîtrise in Chemistry @ Université Félix-Houphouët-Boigny (Ivory Coast)

Together, they form the foundation of my approach: bridging fundamental science, data intelligence, and robust engineering to accelerate R&D — especially in energy and industrial applications.

  • 🔬 Deep knowledge of battery physics & chemistry :
    • materials
    • aging
    • performance modeling
    • lab characterizations (e.g., CV, EIS, cycling tests, galvano)
  • 📊 Skilled in data science :
    • Python
    • Scikit-Learn
    • Predictive Modeling (Deep Learning / Machine Learning)
  • ⚙️ Build production-grade data pipelines :
    • Airflow
    • Spark, dbt
    • Docker
    • FastAPI
    • CI/CD
  • 📈 Turn complex lab/field data into actionable insights :
    • Plotly
    • Streamlit
    • SQL, PostgreSQL, ClickHouse DB

I thrive where science meets software — in R&D environments that value rigor, reproducibility, and impact.

Languages and Tools:

Python Git SQL Pandas Apache Spark dbt Apache Airflow Airbyte PostgresSQL Scikit-learn

Pinned Loading

  1. olist-ecommerce-client-clustering olist-ecommerce-client-clustering Public

    Olist customer segmentation using RFMS features: benchmarking clustering methods and operationalizing a UMAP–DBSCAN pipeline with customer profiling and drift monitoring.

    Jupyter Notebook

  2. etl-airbyte-minio-clickhouse-dbt-airflow etl-airbyte-minio-clickhouse-dbt-airflow Public

    Deployment of a containerized ELT/ETLT architecture integrating Airbyte or python for data extraction, python for data processing, and ClickHouse-dbt for analytical modeling and transformation. Thi…

    Python 2 1

  3. google-drive-agentic-rag google-drive-agentic-rag Public

    Development of an agentic Retrieval-Augmented Generation (RAG) system for querying Google Drive documents in read-only mode. The project integrates LangChain, vector embeddings, and LLMs to enable …

    Python 3 1

  4. clickhouse-weather-analytics-dashboard clickhouse-weather-analytics-dashboard Public

    Implementation of a real-time weather analytics dashboard powered by ClickHouse and Streamlit. The project combines a high-performance database, secured public REST API , analyze climatic trends, a…

    Jupyter Notebook

  5. etl-airbyte-gcs-bigquery-dbt-airflow etl-airbyte-gcs-bigquery-dbt-airflow Public

    Deployment of a containerized ELT/ETLT architecture integrating Airbyte for data extraction, python for data processing, and bigquery-dbt for analytical modeling and transformation. This project en…

    Python

  6. bigquery-streamlit-dashboard bigquery-streamlit-dashboard Public

    Interactive Weather Dashboard built with Streamlit – Visualizes meteorological data and delivers daily key insights. Includes an AI-powered module to optimize energy distribution based on weekly st…

    Jupyter Notebook