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9 followers · 16 following

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gpenessot/README.md

👋 Welcome to my page!

I'm Gaël Penessot, a Python and data automation expert with 15+ years of experience in scientific computing and data analysis. My mission: boosting analysts' productivity through Python.

🚀 What I Do

💡 My Expertise

I demystify data tools to make them accessible and efficient:

Domain Technologies
Data Analysis pandas polars numpy SQL
Data Visualization Plotly Seaborn Streamlit
Machine Learning scikit-learn transformers spaCy
Automation FastAPI Selenium GitHub Actions
DevOps Git Docker CI/CD

👨‍🏫 Teaching & Training

  • 🎯 Technical Workshops: Python for Data Analysis (Pandas, Polars, NumPy)
  • 🔄 Process Automation: Custom training programs for companies transitioning to automated workflows
  • 📊 Data Visualization: Hands-on sessions on modern visualization tools (Plotly, Seaborn)
  • 🤝 Mentoring: One-on-one guidance for data analysts and scientists
  • 🏢 Corporate Training:
    • Data teams productivity optimization
    • Code review and best practices
    • Git workflow for data teams

🔥 Current Projects

  • 📚 Writing new books: "Pandas to Polars in 30 days"
  • 🛠️ GitHub Portfolio Analyzer: AI-powered tool to assess and improve data projects
  • 📊 Tech Trends Analyzer: Market insights for data professionals
  • 🎨 LinkedIn Carousel Generator: Automated content creation tool
  • ⚡ Productivity Tools: For data analysts to automate workflows

🛠️ Tools I'm Building for Analysts

1. Portfolio Enhancement Tools

  • GitHub repository structure analyzer
  • Code quality assessment
  • Project documentation generator

2. Career Development Tools

  • Tech stack trend analyzer
  • Skills gap identifier
  • Market demand tracker

3. Content Creation Tools

  • Automated LinkedIn carousel creator
  • Technical content templates
  • Data visualization automation

📈 Featured Articles

👉 My GitHub Stats

Gaël's GitHub stats Top Langs

💌 Get in Touch

🎯 My Mission

Help you save hours on your data analysis by making Python simple and actionable. From SQL to deep learning, I guide analysts in automating their workflows.

"Simplicity is the ultimate sophistication."
— Leonardo da Vinci

Stats from 01/01/2024 to now :

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  1. streamlit_watch_mov_finder streamlit_watch_mov_finder Public

    Python

  2. Certificates Certificates Public

    Data Science and ML certificates

  3. Automate-Presentation-Creation-with-Python Automate-Presentation-Creation-with-Python Public

    Code for Medium article "Automate Presentation Creation with Python"

    Python 23 2

  4. From_Watchmaking_to_AI From_Watchmaking_to_AI Public

    Companion repository for the Medium article "From Watchmaking to AI: Using CNNs to Identify Watch Calibers"

    Jupyter Notebook

  5. streamlit_philosopherGPT streamlit_philosopherGPT Public

    HTML

  6. business_intelligence_with_python business_intelligence_with_python Public

    Companion repo for the book 'Business Intelligence with Python' by ENI Editions

    Jupyter Notebook 1