Yoyo 

Backend Developer

Florida, United States
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Summary

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Rockstar
Yoyo is a backend developer with 9 years of experience focused on building robust server-side systems and machine learning-enabled features. Based in Florida, they contribute to open-source projects like Omnizart, helping implement core Python functionality and feature engineering for a music transcription engine that extracts vocals, drums, chords and more. Their work bridges backend engineering and ML model training, demonstrating practical expertise turning audio research into production-capable services. Off-hours they channel a passion for Japanese culture and anime, which fuels a keen eye for delightful, user-facing details in their engineering.
code9 years of coding experience
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Github Skills (6)

machine-learning10
python10
feature-extraction10
tensorflow9
machine-learning-models9
music-information-retrieval9

Programming languages (3)

HTMLJupyter NotebookPython

Github contributions (5)

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Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
Role in this project:
userBack-end Developer & ML Engineer
Contributions:3 releases, 23 reviews, 511 commits in 2 years 4 months
Contributions summary:Yoyo's contributions focused on the core functionality of the project, specifically around music transcription. They were involved in implementing and modifying core Python code, indicating expertise in back-end development. They demonstrated skills in feature engineering and the application of machine learning techniques, evidenced by their involvement in the feature extraction and model training stages.
everythingmozartbeatpianoable
Automatic music transcription using semantic segmentation model. Reached state-of-the-art score on MAPS and MusicNet.
Contributions:149 commits, 13 PRs, 85 pushes in 2 years 1 month
pytorchartsemantic-segmentationdeep-learningmusic-transcription
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Yoyo - Backend Developer