- 💬 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.
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flight-ml-eta
flight-ml-eta PublicEnd-to-end demo project for real-time, event-driven, ML
Jupyter Notebook
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classical-music-artist-classification
classical-music-artist-classification PublicGiven Midi music files, predict the artist. (+ project presentation)
HTML 1
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Azure-PrivateML-OpenAI-Integration
Azure-PrivateML-OpenAI-Integration PublicSecurely integrates Azure Machine Learning and OpenAI services for data-sensitive AI applications.
Jupyter Notebook 1
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NFL-game-win-prediction-logit-R
NFL-game-win-prediction-logit-R PublicWriteup on classification model for predicting outcomes of NFL games, focusing on explainability. (+ project writeup)
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credit-default-prediction-NN-py
credit-default-prediction-NN-py PublicExplores different machine learning techniques for predicting credit card payment defaults.
Jupyter Notebook 1
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income-prediction-ML-R
income-prediction-ML-R PublicPredict whether customer salaries are above or below 50K.
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