Spring Song
New York City Metropolitan Area United States
Summary
🤩
Rockstar🎓
Top SchoolSpring Song is an aspiring entrepreneur and software engineer with eight years of experience focused on machine learning optimization, AutoML, and recommender systems, based in the New York City area. She has contributed to the well-known AutoKeras project, improving documentation and build reliability, signaling strong attention to maintainability and developer experience in open-source ML tooling. A Columbia University attendee, Spring pairs hands-on ML engineering with a long-term vision to launch a green energy materials startup that embeds social impact. She is driven by a belief that entrepreneurship carries social responsibility and plans a charity to expand access to quality education for children in underserved areas. Her blend of technical depth in ML pipelines and commitment to sustainable, mission-driven ventures makes her a builder who aims to scale both technology and social good.
8 years of coding experience
Columbia University in the City of New York
English, Chinese
Github Skills (9)
keras10
machine-learning10
deeplearning-ai10
deep-learning10
tensorflow10
mkdocs10
automl10
python10
documentation9
Programming languages (6)
Github contributions (5)
keras-team/autokeras
Aug 2018 - Apr 2019
AutoML library for deep learning
Role in this project:
ML Engineer
ML EngineerContributions:1 release, 45 commits, 5 PRs in 8 months
Contributions summary:Spring primarily contributed to the documentation and build process of the Auto-Keras project, indicating a focus on project maintainability and usability. Their commits included updates to `mkdocs` configuration, suggesting involvement in the project's documentation website. They also made modifications to various files related to the codebase, which could indicate debugging or project configuration changes.
pytorchpythondeep-learningautomated-machine-learningneural-architecture-search
datamllab/automl-in-action-notebooks
Mar 2020 - Jul 2021
Jupyter notebooks for the code samples of the book "Automated Machine Learning in Action"
Contributions:163 commits, 5 PRs, 101 pushes in 1 year 4 months
pythondata-scienceautomated-machinejupyter-notebookautomated-machine-learning
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