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Shuo Zeng

Postdoctoral Researcher @ Center for Grain and Animal Health Research

Research Scientist/Engineer at Aspera, an IBM company

Emeryville, California

Ranked #1,233 out of 24,660 for Postdoctoral Researcher in California

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Shuo Zeng's Email Addresses & Phone Numbers

Shuo Zeng's Work Experience

Center for Grain and Animal Health Research

Postdoctoral Researcher

May 2015 to August 2015

Manhattan, KS

Aspera, an IBM company

Research Scientist/Engineer

Emeryville, CA

Kansas State University

Graduate research assistant

June 2008 to May 2015

Shuo Zeng's Education

Kansas State University

Doctor of Philosophy (Ph.D.), Atomic/Molecular Physics

2008 to 2015

Sichuan University

Bachelor of Science (BS), Physics

2004 to 2008

Udacity

Artificial Intelligence Nanodegree, Artificial Intelligence

2017 to 2017

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About Shuo Zeng's Current Company

Center for Grain and Animal Health Research

• Developed fluid dynamical models to simulate the fumigation process in grain bunkers using Ansys Fluent

Frequently Asked Questions about Shuo Zeng

What company does Shuo Zeng work for?

Shuo Zeng works for Center for Grain and Animal Health Research


What is Shuo Zeng's role at Center for Grain and Animal Health Research?

Shuo Zeng is Postdoctoral Researcher


What is Shuo Zeng's personal email address?

Shuo Zeng's personal email address is sh****[email protected]


What is Shuo Zeng's business email address?

Shuo Zeng's business email addresses are not available


What is Shuo Zeng's Phone Number?

Shuo Zeng's phone (213) ***-*308


What industry does Shuo Zeng work in?

Shuo Zeng works in the Computer Networking industry.


About Shuo Zeng

📖 Summary

Postdoctoral Researcher @ Center for Grain and Animal Health Research • Developed fluid dynamical models to simulate the fumigation process in grain bunkers using Ansys Fluent From May 2015 to August 2015 (4 months) Manhattan, KSResearch Scientist/Engineer @ Aspera, an IBM company Deep learning R&D:• Leading a machine learning project, using deep-learning techniques to identify faulty/sub-normal FASP transfer sessions by analyzing time-series data• Built ML pipeline from scratch and currently transitioning to TFX based pipelinepipeline components include: data preprocessing, visualization, hyper-parameter-tuning and model validation• Researched semi-supervised learning techniques and applied Ladder network to solve data scarcity issue• Researched and applied multiple unsupervised methods to detect transfer anomaly• Implemented simple bokeh-based interactive server to deploy models as an internal network diagnosis toolComputer network R&D:• Research on bulk data transfer protocol FASP (FAST TCP-based transport layer protocol) and network congestion control algorithms• Inventedanddeployedapredictiveapproachtostabilizecongestioncontrolsystemandenhancethe transfer performance by taking account of the feedback-delay effect (patent pending)• Inventedanddeployedaequation-basedcongestionalgorithmtoimprovescalabilityandrobustness, especially in restricted network environments• Collaborated with core engineers to integrate multiple control modules into various products.• Improved the existing base-latency discovery algorithm for transfer session recovery in the occurrence of network glitch• Collaborated with external team, including Netflix, INMARSAT, for performance testing and technical reports• Developed equation-based simulation tool to investigate FASP rate-control dynamics• Developed network testbed and peripheral tools to facilitate network research• Experimented and benchmarked TCP variants and other competitive products, including TCP Reno, TCP Cubic, Google BBR Emeryville, CAGraduate research assistant @ Kansas State University High-performance computing :• Implemented efficient parallel codes in Fortran using OpenMP for solving coupled differential equations• Formulated multiple non-uniform discretization grids to solve partial differential equations, such as finitedifference, finite-element-discrete-variable-representation, etc.• Applied multiple numerical algorithms for various mathematical problems such as Crank-Nicolson, Lanczos (time-propagation for PDE), cubic spline, AKIMA (Interpolation), FFT (Fourier analysis), LU-decomposition (matrix diagonalization), Gaussian quadrature (numerical integration), etc.• Optimize memory/cache usage for better performance on CPU and co-processors such as Intel Xeon Phi and Nvidia GPUAcademic research:• Studied gaseous molecular dynamics in a femtosecond pulsed laser field by solving 3D Schrödinger equations(first order differential equation)• Successfully predicted and observed laser-controlled photodissociation in collaboration with the KSU experimental group and the Institute for Optics and Quantum Electronics, Jena, Germany From June 2008 to May 2015 (7 years)


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In a nutshell

Shuo Zeng's Personality Type

Extraversion (E), Sensing (S), Feeling (F), Judging (J)

Average Tenure

3 year(s), 8 month(s)

Shuo Zeng's Willingness to Change Jobs

Unlikely

Likely

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