Software Dev Engineer
Current
Feb 2024 - Present
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Meng-Chi Yu Email & Phone Number
Software Dev Engineer @ AWS
at
Amazon Web Services (AWS)
LinkedIn matched
✓ Verified Jul 2026
3 data sources
Profile completeness 86%
Current company
Role
Software Dev Engineer @ AWS
Location
Houston, Texas, United States
Company size
Who is Meng-Chi Yu? Overview
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Quick answer
Meng-Chi Yu is listed as Software Dev Engineer @ AWS at Amazon Web Services (AWS), a with 72973 employees, based in Houston, Texas, United States. AeroLeads shows a matched LinkedIn profile for Meng-Chi Yu.
Meng-Chi Yu previously worked as Software Dev Engineer at Amazon Web Services (Aws) and Software Dev Engineer Intern at Amazon Web Services (Aws). Meng-Chi Yu holds Master Of Computer Science - Mcs from Rice University.
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Email format at Amazon Web Services (AWS)
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Amazon Web Services (AWS)
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Profile bio
About Meng-Chi Yu
I am a graduate student pursuing a Master of Computer Science degree at Rice University, with a passion for machine learning and distributed systems. During my internship at Amazon Web Services (AWS), I implemented a model parallelism framework that enabled deploying large-scale models on AI accelerators, created test cases to expose and report issues, and wrote scripts to facilitate debugging. I improved the performance, scalability, and reliability of the framework, contributing to the AWS AI platforms and services.Previously, I interned at Innolux Corporation in Taiwan, where I improved the defect detection system for LCD displays by using a YOLO-based object detection model. I achieved a high accuracy and true positive rate, reducing the labor cost and time for examining defects. I also deployed the system in the production line, using Docker and Kubernetes.I have strong skills in Python, C++, JavaScript, SQL, TensorFlow, PyTorch, and XLA, as well as experience in web development and cloud computing. I am also a former president of the MUN club, demonstrating my leadership and communication abilities. I am eager to learn new technologies and apply them to real-world problems.
Current workplace
Meng-Chi Yu's current company
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Amazon Web Services (Aws)
Employees
72973
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3 roles
Meng-Chi Yu work experience
A career timeline built from the work history available for this profile.
Software Dev Engineer Intern
- Implemented a machine learning model parallelism framework (GSPMD) that distributes model on 32 AWS Trn1 cores, enabling model with 20x size to deploy on Trn1 AI accelerators- Created 30+ GSPMD test cases to expose missing functionalities in PjRT+ GSPMD work flow and reported the issues to upstream PyTorch/XLA and Neuron compiler team- Wrote scripts to enable NEFF debugging with different inputs on each Trn1 core and incorporated with existing command line tools into a well-documented GSPMD debug methodology
May 2023 - Aug 2023
Software Engineering Summer Intern
- Improved the performance of defect detection system during the manufacturing of LCD displays by YOLO-based object detection model which identifies different kinds of defects; written in Python and TensorFlow.- Achieved 0.91 IOU and 99.5% true positive rate, which is a 16% improvement compared to the existing model.- Launched the detection system in the production line, reducing 40% of labor cost for examining defects, using Docker and Kubernetes.
Jun 2020 - Aug 2020
2 education records
Meng-Chi Yu education
Master Of Computer Science - Mcs
Bachelor'S Degree, Interdisciplinary Program Of Electrical Engineering And Computer Science
FAQ
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Quick answers generated from the profile data available on this page.
What company does Meng-Chi Yu work for?
Meng-Chi Yu works for Amazon Web Services (AWS).
What is Meng-Chi Yu's role at Amazon Web Services (AWS)?
Meng-Chi Yu is listed as Software Dev Engineer @ AWS at Amazon Web Services (AWS).
Where is Meng-Chi Yu based?
Meng-Chi Yu is based in Houston, Texas, United States while working with Amazon Web Services (AWS).
What companies has Meng-Chi Yu worked for?
Meng-Chi Yu has worked for Amazon Web Services (Aws) and Innolux群創光電.
How can I contact Meng-Chi Yu?
You can use AeroLeads to view verified contact signals for Meng-Chi Yu at Amazon Web Services (AWS), including work email, phone, and LinkedIn data when available.
What schools did Meng-Chi Yu attend?
Meng-Chi Yu holds Master Of Computer Science - Mcs from Rice University.
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