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25 followers · 14 following

Achievements

Achievement: Pull Sharkx4Achievement: Pair Extraordinairex4Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx4Achievement: Pair Extraordinairex4Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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MichaelKarpe/README.md

Hey! What are you doing here? 🧐

I'm Michael, Machine Learning Scientist from Nîmes 🇫🇷, currently living in Luxembourg 🇱🇺.
I'm bringing high added value to the world leveraging the latest machine learning techniques.

  • 🌍 Before settling in Luxembourg 🇱🇺, I lived and studied in Lyon 🇫🇷, Paris 🇫🇷 and Berkeley, California 🇺🇸
  • 🖥️ You can see my portfolio at michaelkarpe.github.io
  • ✉️ You can contact me on LinkedIn
  • 🧠 I'm continuously learning more about machine learning techniques, challenges, and social impact
  • 🤝 I'm open to collaborating on building an efficient and open-source machine learning operations framework
  • ⚡ I'm always looking for bright new ideas to change the world with machine learning

Skills

Python C++ Git Poetry Google Cloud Platform JupyterLab

Data Science & Machine Learning most starred libraries I already used

Core Data GBM Operations
scikit-learn TensorFlow Keras PyTorch Transformers Pandas Geopandas XGBoost LightGBM Airflow MLflow Dask
Computer Vision NLP Scraping Tuning Visualization
OpenCV scikit-image spaCy BeautifulSoup Scrapy Hyperopt Optuna Matplotlib Seaborn Plotly

Pinned Loading

  1. nyc-taxi-trip-duration nyc-taxi-trip-duration Public

    First place notebook of UC Berkeley NYC Taxi Trip Duration Kaggle competition (2020).

    Jupyter Notebook

  2. march-madness-analytics-2020 march-madness-analytics-2020 Public

    First place notebooks of Google Cloud & NCAA March Madness Kaggle Analytics competition (2020).

    Jupyter Notebook

  3. diabetic-retinopathy-detection diabetic-retinopathy-detection Public

    Identify the severity level of diabetic retinopathy eye disease using EfficientNet (2020).

    Jupyter Notebook

  4. fraud-detection-cost-minimization fraud-detection-cost-minimization Public

    Fraud detection as a cost optimization problem: when false negatives cost more than false positives (2019).

    Jupyter Notebook

  5. ponts-paristech-projects ponts-paristech-projects Public

    Applied Mathematics & Computer Science Projects at Ecole des Ponts ParisTech (2017-2018). See https://michaelkarpe.github.io

    Jupyter Notebook 1

  6. mylearn mylearn Public

    mylearn: my Machine Learning framework (WIP).

    Python 1