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This is Xinpeng Wei and you may find me as WindowsXp on the Internet.

I'm a 1st year master's student at Georgia Institute of Technology majoring in Computer Science. Before that, I received my B.Eng. degree in Software Engineering(system software track) from Shanghai Jiao Tong University.

As a computer systems enthusiast, my current focus centers on building scalable and robust systems for large-scale machine learning workloads like large language models(LLMs). Specifically, I'm dedicated to high-performance/parallel computing(e.g. CUDA), distributed training(e.g. EP, DP, PP, TP), machine learning frameworks(e.g. PyTorch), and other fancy technologies in this emerging field.

Additionally, I also have extensive experience developing operating systems, cloud infrastructure(Kubernetes), and database systems(Cloud-native Streaming Database).

More about me

I'm a slow walker, but I never walk backward.

Also

  • fan of NBA 🏀
  • interested in nearly all kinds of movies 🎥
  • galgamer (a researcher to be precise 😎)
  • coding for fun
  • ...

📫 How to reach me: william.xp.wei[at]gatech[dot]edu

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Xinpeng Wei's Projects

basic icon basic

An interpreter for the Basic language, featuring interactive GUI and debug mode.

bookhub icon bookhub

An online bookstore integrated with many fancy technologies.

chcore icon chcore

Labs of SE3357 Operating System —— Build a Micro Kernel OS from scratch 🥳

cse-labs icon cse-labs

Labs of SE124 CSE including an inode based FS, a naive map-reduce word count, a c++ implementation of raft consensus algorithm and a shared KV-store.

efficient-ml icon efficient-ml

Course Project for CS8803: Efficient Machine Learning at Georgia Tech

hpc icon hpc

Course Assignments for CSE6230: High-Performance Computing: Tools and Applications at Georgia Tech

lsmdb icon lsmdb

A KV-database implementation based on simplified LSM tree.

megatron-lm icon megatron-lm

Ongoing research training transformer models at scale

nos icon nos

Module to Automatically maximize the utilization of GPU resources in a Kubernetes cluster through real-time dynamic partitioning and elastic quotas - Effortless optimization at its finest!

pypose icon pypose

A library for differentiable robotics.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

qlink icon qlink

A RPG link game with poor UI design(⊙︿⊙)

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