Work Experiences

About


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Peiran Qin

Software Engineer, MangoBoost, Inc.

Address: 14240 SE 6th St. Bellevue, WA 98007

Email: peiranqin2001@gmail.com

Phone: +1 (773) 812 5328

Code: [GitHub]

Curriculum Vitae: [pdf]

Prior I join MangoBoost, I was a Pre-Doctoral M.S. student in Computer Science at the University of Chicago, advised by Prof. Haryadi S. Gunawi. I also worked on research project with Prof. Juncheng Yang from Harvard University.

During my Undergradudate, I was honored to work as a research intern at Microsoft Research Asia under the fantastic mentorship of Lei Qu, and be advised by Prof. Yeh-Ching Chung as a student research assistant at Alibaba Group and the Chinese University of Hong Kong, Shenzhen.

My research focuses on Operating Systems, Storage Systems, Distributed Systems and their intersections with ML. I enjoy building more performant systems in the context of:

  1. High Efficiency (e.g. prefetch and cache eviction co-design for higher cache efficiency)
  2. Low Latency (e.g. mitigating tail latencies in cloud storage systems)
  3. Workload Awared (e.g. workload characterization and prediction for distributed machine learning clusters)

Education


  • Pre-Doctoral M.S., Computer Science, University of Chicago, Sep, 2023 - Dec, 2024
  • B.Eng., Computer Engineering, Chinese University of Hong Kong, Shenzhen, Sep, 2019 - July, 2023

Work Experiences


  • MangoBoost, Inc.
    Jan, 2025 - present
    Software Engineer in MLSystem
  • University of Chicago;
    Advisor: Haryadi S. Gunawi
    Apr, 2023 - Jan, 2025
    Research Assistant, UCARE group
  • Microsoft Research, Asia;
    Mentor: Lei Qu
    May, 2022 - Nov, 2022
    Research Intern, Network Research Group
  • Alibaba Group;
    Advisor: Yeh-Ching Chung
    Dec, 2021 - May, 2022
    Student Research Assistant

Publications


  • EuroSys '25
    Anonymous Author(s).
    Heimdall, Accurate and Efficient I/O Admission Policy with Extensive Machine Learning Pipeline
  • In Submission '25
    Anonymous Author(s).
    Storage Prefetching Needs Feedback, An Efficient Prefetching/Eviction Co-Design with Small Cache Footprints [Temporary Title]

Misc.


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I am an avid fan of Astronomy. The beauty of the starry night sky amazes me a lot. I joint astronomy club during my middle school, high school, and college years, and won the gold medal in the China National Astronomy Olympiad (CNAO '18).
I adopted a very cuuuute cat! His name is Mabu.