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PerryZhang01

PROFILE

Perryzhang01

Perry Zhang contributed to deep learning infrastructure in the IBM/vllm and ROCm/aiter repositories, focusing on GPU programming and parallel computing with Python and CUDA. He implemented ROCm EPLB support for AMD hardware in IBM/vllm, enabling Expert Parallelism Load Balancing validation alongside CUDA and improving compressed tensor methods. In ROCm/aiter, he fixed kernel string formatting for paged MQA logits, enhancing code clarity and correctness. Perry also expanded GPT-OSS 120B support by adding 5D shuffle layout and fused all-reduce RMSNorm for new hidden sizes, validating precision and scalability. His work demonstrated depth in multi-GPU systems and code maintainability.

Overall Statistics

Feature vs Bugs

75%Features

Repository Contributions

4Total
Bugs
1
Commits
4
Features
3
Lines of code
425
Activity Months2

Your Network

1822 people

Work History

March 2026

2 Commits • 2 Features

Mar 1, 2026

Concise monthly summary for 2026-03 focusing on key accomplishments in ROCm/aiter. Delivered features enhancing precision and performance for GPT-OSS 120B, expanded compatibility for new model sizes, strengthened test coverage, and improved code quality. Business value includes more accurate KV caching, better scalability for large models, and faster deployment readiness.

November 2025

2 Commits • 1 Features

Nov 1, 2025

Concise monthly summary for 2025-11 focusing on key features delivered, major bugs fixed, impact, and technologies demonstrated across IBM/vllm and ROCm/aiter.

Activity

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Quality Metrics

Correctness90.0%
Maintainability85.0%
Architecture85.0%
Performance85.0%
AI Usage45.0%

Skills & Technologies

Programming Languages

C++Python

Technical Skills

CUDADeep LearningGPU programmingMachine LearningMulti-GPU systemsParallel ComputingPythonTritondeep learningmachine learningtriton

Repositories Contributed To

2 repos

Overview of all repositories you've contributed to across your timeline

ROCm/aiter

Nov 2025 Mar 2026
2 Months active

Languages Used

PythonC++

Technical Skills

Pythondeep learningtritonCUDADeep LearningGPU programming

IBM/vllm

Nov 2025 Nov 2025
1 Month active

Languages Used

Python

Technical Skills

Deep LearningMachine LearningParallel Computing