Mengdi Zhu
Postdoctoral Researcher at University of Florida
Gainesville, Florida, United States
Summary
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Rockstar🎓
Top SchoolMengdi Zhu is a postdoctoral researcher at the University of Florida specializing in image processing, computer vision, and deep learning with a particular focus on generative models such as GANs. With a PhD and MS in Electrical and Computer Engineering from UF and a BS in Aerospace Engineering from Purdue, she blends rigorous theoretical training with applied research experience accumulated since 2020. Her work as a graduate researcher and now postdoc under Dr. Woodard emphasizes advancing generative methods for imaging problems, bridging signal processing roots with modern neural approaches. Based in Gainesville, she brings a multidisciplinary perspective informed by aerospace engineering fundamentals, often applying physical intuition to data-driven model design.
3 years of coding experience
5 years of employment as a software developer
Bachelor's degree, Aerospace, Aeronautical and Astronautical Engineering, Bachelor's degree, Aerospace, Aeronautical and Astronautical Engineering at Purdue UniversityDoctor of Philosophy - PhD, ECE, Doctor of Philosophy - PhD, ECE at University of Florida
Github Skills (20)
parallelization10
intel7
pytorch7
machine-learning7
onnxruntime7
deep-learning7
optimization7
quantization5
hardware5
inference5
transformers5
onnx4
reinforcement-learning4
tflite3
nlp2
Programming languages (2)
Github contributions (5)
slacgismo/pv-validation-hub
Oct 2022 - Dec 2022
Contributions:105 commits, 97 pushes, 3 branches in 1 month
mengdiz97/FlexFlow
Mar 2023 - Jul 2023
A distributed deep learning framework that supports flexible parallelization strategies.
Contributions:44 pushes, 6 branches in 3 months
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