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Hi šŸ‘‹, I'm CJ

Software Engineer | ML & MIR Enthusiast
Portfolio website: cjbayron.github.io


  • šŸ”­ Iā€™m a Software Engineer with focus on end-to-end development of Machine Learning (ML) solutions
  • šŸŒ± Iā€™m enthusiastic and continuously learning about ML, MLOps, and their applications, particularly in the field of Music Technology (Music Information Retrieval (MIR), Music Recommendation, etc.) which is the crossroads of things I'm passionate about

CJ's Projects

artist2lyrics icon artist2lyrics

Lyrics crawling, pre-processing, embedding generation, model training, and lyrics generation - all in one tool

audiate icon audiate

Ear training game using machine learning models in the browser

autochord icon autochord

Automatic Chord Recognition tools - ISMIR2021 Late-Breaking Demo presentation

big_transfer icon big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

clem.pytorch icon clem.pytorch

Continual Learning methods using Episodic Memory (CLEM) in PyTorch

crepe icon crepe

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

en-ch-nmt icon en-ch-nmt

a neural machine translation system from english (chinese) to chinese (english) based on 30m parallel data.

guildai icon guildai

Lightweight Open Source Experiment Tracking

ml-models icon ml-models

Machine learning demonstration on various datasets

mouth_inst icon mouth_inst

a demo activity for a "machine learning orchestra" workshop; live here =>

muse icon muse

A library for Multilingual Unsupervised or Supervised word Embeddings

portfolio-website icon portfolio-website

The personal website/portfolio template by Hashir Shoaib. Built using React and Bootstrap.

pytorch-challenge icon pytorch-challenge

Scripts and notebooks used for Udacity PyTorch Scholarship Challenge final project

rl-models icon rl-models

Reinforcement learning demonstration on various environments

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