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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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cmiley/README.md

I'm @cmiley, a machine learning engineer. My website is www.caylermiley.com, which is usually less up to date than my GitHub. If you are a recruiter, the best place to reach out to me is on my LinkedIn.

NOTE: I am currently in the process of updating many things, namely my website, this page, several github projects, and preparing for interviews. I expect to finish sometime before December, just as an FYI. Thanks for being patient!

Experience

  • Significant Usage
    • Python and Machine Learning
      • PyTorch
      • Scikit-Learn
      • Weights and Biases
      • Ranger
      • Pandas
      • Numpy
      • PyTorch Lightning
      • Jupyter
      • Fastai
      • AutoGluon
      • Seaborn/Matplotlib
    • AWS/Cloud
      • S3
      • EC2
      • Quicksight
    • GitHub and BitBucket
  • Intermediate or Dated Usage
    • Python and Machine Learning
      • Tensorflow
      • PostgreSQL
      • R
      • Joblib
      • Ray
      • LightGBM
      • ZeroMQ
      • OpenCV
      • Plotly
      • Pytest
    • AWS/Cloud
      • Sagemaker
      • EMR
    • C++
      • Bullet
      • ROS
    • LaTEX/Markdown
  • Cursory Usage
    • PySpark
    • Javascript
    • Wordpress

GitHub Portfolio (IN PROGRESS)

Here are some links to things in my portfolio to get you started:

  • ML/Stats Interview Topics Cheat Sheet
  • Personal Machine Learning Projects
    • Scotch Distillery Similarity Analysis
    • Transformer Implementation in PyTorch
    • AutoGluon Modeling
    • Bourbon Mashbill Scraper
  • School Projects
    • Pose Estimation
    • Graphics Programming (C++)
    • Basic Machine Learning
    • Initial CNN Model from Scratch

Pinned Loading

  1. basic_machine_learning basic_machine_learning Public

    Machine Learning Projects

    Python

  2. faces_project faces_project Public

    Python

  3. fruit_classification fruit_classification Public

    Test for fruit classification network built in PyTorch.

    Jupyter Notebook

  4. hangman hangman Public

    C++

  5. mkzintent mkzintent Public

    Senior Project: Machine learning for Lincoln MKZ intent recognition

    Python 1

  6. PlayWeird/sarcasm PlayWeird/sarcasm Public

    The best place for sarcasm research

    Jupyter Notebook 1