Shuyu Qin
Deep Learning Engineer at AT&T
Bethlehem, Pennsylvania, United States
Summary
👤
Senior🎓
Top SchoolShuyu Qin is a Deep Learning Engineer and PhD candidate in Computer Science at Lehigh University with eight years of research and engineering experience building novel generative and representation models for scientific and networked data. Currently at AT&T, she develops Network Foundation Models for multimodal representation learning, translating advanced research into scalable models for complex network datasets. Her prior work includes a 20% improvement over state-of-the-art on 4D-STEM image domain mapping via a Cycle-Consistent-Spatial-Transforming Autoencoder and shipping pip-installable packages (Auto4DSTEM, Deep Matter) that package custom VAEs, transformers, and training utilities for reproducible science. She has built specialized architectures—custom transformers, LSTM-β-VAEs, and optimized loss functions—for denoising, domain transfer, and interpretable latent spaces across hyperspectral and microscopy data. Based in Bethlehem, PA, Shuyu blends deep theoretical understanding with practical software delivery, often turning supervised problems into unsupervised solutions to unlock new application avenues.
8 years of coding experience
6 years of employment as a software developer
Bachelor's degree Physics, Bachelor's degree Physics at Nanjing UniversityDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Lehigh UniversityMaster's degree Mechanical Engineering, Master's degree Mechanical Engineering at Washington University in St. Louis
Chinese, English
Github Skills (23)
feedback-loop8
hierarchical7
controlled7
sequence6
microscopy6
imagery6
extraction6
autoencoder6
hardening5
loops5
classification5
manipulation4
sequence-to-sequence4
elastic3
science3
Programming languages (2)
Github contributions (5)
shuyuqin/497_MAT_Assignment
Sep 2019 - Nov 2021
Contributions:194 pushes, 1 branch in 2 years 2 months
m3-learning/Auto4DSTEM
Aug 2024 - Feb 2025
Contributions:20 PRs, 52 pushes, 5 branches in 5 months
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