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jcguidry/README.md

Hi there 👋

  • 💬 My name is Collin Guidry.
  • 🔬 I'm a Data Science and Engineering enthusiast with a passion for learning and building solutions with real-world data.
  • ⚡ I've worked on large-scale deep learning systems that generate real-time predictions for millions of people per day.
  • 🔮 As a consultant, I've been exposed to a variety of machine learning use cases and techniques.
  • 🔭 I'm interested in:
    • Streamlining the data science project lifecycle, and building end-to-end projects that are easy to maintain.
    • Simplifying development of near-real-time analytics.
    • Neural network architectures, multi-input/multi-output models, transformers.
    • Large language models, retrieval-augmented generation, prompt engineering.
    • Open source data processing and storage frameworks.

Connect with me:

cg | LinkedIn cg | Twitter cg | Email


Languages and Tools:

Python R Microsoft Excel PostgreSQL Apacke Spark Databricks PowerBI Tableau Visual Studio Code Git GitHub Bash


Pinned

  1. flight-ml-eta flight-ml-eta Public

    End-to-end demo project for real-time, event-driven, ML

    Jupyter Notebook

  2. classical-music-artist-classification classical-music-artist-classification Public

    Given Midi music files, predict the artist. (+ project presentation)

    HTML

  3. Azure-PrivateML-OpenAI-Integration Azure-PrivateML-OpenAI-Integration Public

    Securely integrates Azure Machine Learning and OpenAI services for data-sensitive AI applications.

    Jupyter Notebook 1

  4. NFL-game-win-prediction-logit-R NFL-game-win-prediction-logit-R Public

    Writeup on classification model for predicting outcomes of NFL games, focusing on explainability. (+ project writeup)

  5. credit-default-prediction-NN-py credit-default-prediction-NN-py Public

    Explores different machine learning techniques for predicting credit card payment defaults.

    Jupyter Notebook 1

  6. income-prediction-ML-R income-prediction-ML-R Public

    Predict whether customer salaries are above or below 50K.