Yiming Xie

Teaching Assistant at Northeastern University

Greater Boston United States
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Summary

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Yiming Xie is a PhD candidate in Electrical and Computer Engineering at Northeastern University with seven years of software engineering experience focused on high-performance and distributed systems. His research centers on federated learning optimization, data loader allocation for distributed deep learning, and NVMe over Fabrics SSDs, blending systems-level insight with ML infrastructure needs. As a teaching assistant he mentors students in CUDA, OpenMP, MPI, RISC-V processor design, and algorithmic thinking, translating advanced research into practical hands-on labs. Proficient in C++, Java, SQL, and Linux, he has extensive experience building software systems and guiding teams to deliver complex projects. Known for pairing rigorous academic research with pragmatic engineering, he often bridges the gap between accelerator-based computing and scalable data pipelines.
code7 years of coding experience
bookDoctor of Philosophy - PhD, Electrical and Computer Engineering, Doctor of Philosophy - PhD, Electrical and Computer Engineering at Northeastern University
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Stackoverflow

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Github Skills (27)

generative-model10
3d-reconstruction9
kitti9
ai8
depth-camera8
robotics8
evaluation7
normal7
dynamicobject7
multi-object-tracking7
3d7
computer-vision6
procedural-generation6
machine-learning6
voxel5

Programming languages (3)

JavaScriptHTMLPython

Github contributions (5)

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neu-vi/neu-vi.github.io

Mar 2022 - Dec 2025

Contributions:1 review, 14 pushes, 1 branch in 3 years 10 months
ymingxie/ymingxie.github.io

Dec 2019 - Mar 2026

Contributions:268 pushes in 6 years 4 months
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