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RyanBalshaw/README.md

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πŸ€– AI Scientist & Condition Monitoring Specialist

LinkedIn

πŸ‘¨β€πŸ’» Professional Overview

  • πŸ”¬ Expertise: Unsupervised learning, vibration-based condition monitoring, predictive maintenance
  • πŸš€ Focus: Applying AI to predictive maintenance
  • πŸ’» Tech: Python, TensorFlow, PyTorch, Google Cloud, SQL, Kubernetes
  • πŸ“š Continuous learner in condition monitoring and AI

���️ Primary Tools & Technologies

Python  TensorFlow  PyTorch  Google Cloud  Kubernetes 

πŸ’» OS & Hardware

Arch Linux  Raspberry Pi 

πŸ“Š GitHub Stats

🐍 Contribution Graph

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✍️ Recent Blog Posts

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  1. sjmelck_pages sjmelck_pages Public

    The purpose of Sjmelck is to provide an awesome blog for content related to engineering, computing, and everything in-between.

    Jupyter Notebook 2

  2. Normalising_Flows Normalising_Flows Public

    My implementation of some interesting normalising flow cases in Pytorch. Tested on some simple 2D problems with a scalable implementation.

    Jupyter Notebook 1

  3. GMM_for_dummies GMM_for_dummies Public

    A Gaussian Mixture Model write up with all derivations

    TeX 1

  4. MEV781_Tutorials MEV781_Tutorials Public

    A repository for any tutorial I write up in my spare time.

    Jupyter Notebook 2 1

  5. NotYourAverageRaspberryPiRepo NotYourAverageRaspberryPiRepo Public

    Definitely an average raspberry pi repository.

    Python

  6. RyanBalshaw RyanBalshaw Public

    1