Sifei Li
Software Development Engineer at Amazon Web Services
Seattle, Washington, United States
Summary
🤩
Rockstar🎓
Top SchoolSifei Li is a software development engineer with a decade of experience building scalable machine learning and cloud services from Seattle. Since 2017 she has contributed to Amazon Web Services’ SageMaker launch, helping enable end-to-end ML workflows for developers and data scientists. Her background blends electrical engineering (MS, University of Pennsylvania) with hands-on embedded and mobile work from an internship that touched Android, Arduino, and sound source localization. Comfortable moving between low-level signal processing and large distributed systems, she brings a practical, research-informed perspective to production ML infrastructure.
10 years of coding experience
Tianjin Nankai High SchoolBachelor of Science (BS), Electronic Information Engineering, Bachelor of Science (BS), Electronic Information Engineering at Tianjin UniversityMaster’s Degree, Electrical Engineering, Master’s Degree, Electrical Engineering at University of Pennsylvania
Chinese, English
Github Skills (20)
pytorch10
deploying10
python10
machine-learning-models10
jupyter10
data-science10
mxnet10
machine-learning10
inference10
reinforcement-learning10
sagemaker10
amazon-sagemaker10
huggingface10
deep-learning10
mlops10
Programming languages (2)
Github contributions (5)
SifeiLi/sagemaker-python-sdk
Nov 2018 - Feb 2024
A library for training and deploying machine learning models on Amazon SageMaker
Contributions:23 pushes in 5 years 3 months
deployingsagemakeramazon-sagemakerdeploying-machine-learningamazon
SifeiLi/Upenn-CIS530_Computational_Linguistics
Oct 2015 - Aug 2016
Contributions:2 PRs, 23 pushes, 9 branches in 10 months
part-of-speechpart-of-speech-taggingexplorespeech-recognitionspeech-synthesis
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