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Chang Liu profile image

Chang Liu

Software Engineer at Mineral.Ai
Intro Book
Seasoned software engineer with expertise in algorithms, cloud computing, and networking.
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Location
Seattle, Washington, United States, US
Skills
  • Algorithms
  • Python
  • C++
  • Linux
  • Networking
  • Show all
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Bio

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Chang Liu is a seasoned software engineer with expertise in algorithms, cloud computing, networking, and iOS development. He has 10+ years of experience in full-stack web development, including roles at Mineral.ai, X, the moonshot factory, Coupang, Amazon Web Services, and IBM. Liu holds a Doctor of Philosophy (Ph.D.) and a Master of Science (MS) in Computer Systems, Networking from UMass Amherst.

Experience

  • Mineral.Ai
    • Software Engineer

  • Mineral.ai
    • Greater Seattle Area
    • Software Engineer
      • Jan 2023 - Present
      • Greater Seattle Area

  • X, the moonshot factory
    • Greater Seattle Area
    • Senior Software Engineer
      • Aug 2022 - Present
      • Greater Seattle Area

  • Coupang
    • Seattle, Washington, United States
    • Senior Software Engineer
      • May 2018 - Jul 2022
      • Seattle, Washington, United States

      Data pipeline and realtime analytics - utilize kafka/spark streaming/cassandra to build near real-time/real-time data pipelines and data stores to serve all kinds of data needs in the company.Large scale ML model serving - serving Pythorch/ONNX ML models at scale with Kafka/REST API/gRPC interfaces to provide intelligent signals including OCR, embedding-based KNN search, keywords detection, etc., for a variety of services in the company.

  • Amazon Web Services
    • Greater Seattle Area
    • Software Development Engineer
      • Jan 2017 - Apr 2018
      • Greater Seattle Area

  • Computer Networks Research Group, UMass Amherst
    • Computer Science Building, 140 Governors Dr., Amherst MA
    • Research Assistant
      • Sep 2010 - Dec 2016
      • Computer Science Building, 140 Governors Dr., Amherst MA

      Research Assistant in Computer Networks Research Group, UMass Amherst.See my homepage at (people.cs.umass.edu/~cliu/).-Interest of Research--Modeling, analysis and implementation of network systems.--Network monitoring--randomized algorithms-Ongoing Projects--Experiment design for network tomography--Content allocation and server selection in CDNs--Online learning for robust routing

  • IBM
    • IBM Thomas J. Watson Research Center
    • Research Intern
      • Jun 2014 - Sep 2014
      • IBM Thomas J. Watson Research Center

      -Modeling and analysis of experiment design in network tomography.-Design and development of an emulation platform for network tomography in the CORE platform.

  • IBM
    • IBM Thomas J. Watson Research Center
    • Research Intern
      • Jun 2013 - Aug 2013
      • IBM Thomas J. Watson Research Center

      I work on modeling and experiment analysis of Wide Area Networks.

Education

  • 2010 - 2013
    UMass Amherst
    Master of Science (MS), Computer Systems, Networking
  • 2010 -
    UMass Amherst
    Doctor of Philosophy (Ph.D.), Computer Systems, Networking

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Industry Focus. “Computer Software”

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