Shawn Xu

Principal Software Engineer at Mantium
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Contact Information
us****@****om
(386) 825-5501
Location
Somerville, Massachusetts, United States, US
Languages
  • Mandarin Chinese Native or bilingual proficiency
  • English Native or bilingual proficiency

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Credentials

  • Amazon EKS Training
    Amazon Web Services (AWS)
    Dec, 2022
    - Nov, 2024
  • CKAD: Certified Kubernetes Application Developer
    The Linux Foundation
    Jun, 2021
    - Nov, 2024
  • Amazon Web Services Developer - Associate
    Amazon Web Services (AWS)
    Aug, 2019
    - Nov, 2024

Experience

  • Mantium
    • United States
    • Software Development
    • 1 - 100 Employee
    • Principal Software Engineer
      • May 2023 - Present

      Democratize Generative AI Workflow Democratize Generative AI Workflow

  • DataRobot
    • United States
    • Software Development
    • 700 & Above Employee
    • Backend Engineer - Platform
      • Jun 2021 - May 2023

      - built a cookie cutter tool for data scientists to start POC web projects in minutes.- built internal Python workflow tool that automated the installation of Datarobot on-premises, enabling the execution of regression tests in a customer-similar environment.- built a full-stack application to manage and analyze performance testing results, delivering actionable insights through an easy-to-use management page and intuitive UI dashboard.- Moved Datarobot App to Kubernetes (EKS, Openshift).- Built a gRPC service - Spark as a Service Show less

    • Backend Engineer - ML Solution
      • Jun 2020 - Jun 2021

      End to end machine learning solution:- worked on an ML solution for Covid, act as a MLOPS engineer- built data pipelines to automate data prep and model training steps- built a fullstack web app for data scientists to optimize model accuracy

    • Backend Engineer - SaaS App
      • Sep 2019 - Jun 2020

      built backend services and public APIs, featuring user management capabilities, sharing functionality, and Email/Slack notifications

  • Anthem, Inc.
    • United States
    • Hospitals and Health Care
    • 700 & Above Employee
    • Application Developer III
      • Jul 2016 - Sep 2019

      - Developed data solutions to streamline and automate various manual tasks within the claims process, resulting in improved efficiency and productivity - Maintained the company's application, comprising of key features such as Clinical Administration, Member Management, Provider Data Management, and Claims Processing functionality. - Coordinating application production deployment - Developed data solutions to streamline and automate various manual tasks within the claims process, resulting in improved efficiency and productivity - Maintained the company's application, comprising of key features such as Clinical Administration, Member Management, Provider Data Management, and Claims Processing functionality. - Coordinating application production deployment

  • AmerisourceBergen
    • United States
    • Hospitals and Health Care
    • 700 & Above Employee
    • Business Intelligence Developer II
      • Mar 2015 - Jul 2016

      - Built reports for pharmaceutical companies to help them to understand how well their cancer treatment products are used and help them analyze clinical/medical data - Designed and implemented data pipelines and datawarehouse solutions for managing medical data - Built reports for pharmaceutical companies to help them to understand how well their cancer treatment products are used and help them analyze clinical/medical data - Designed and implemented data pipelines and datawarehouse solutions for managing medical data

  • Research Foundation of The City University of New York
    • United States
    • Education Administration Programs
    • 700 & Above Employee
    • Developer
      • Dec 2013 - Mar 2014

      The Sahana Project is dedicated to the mission of saving lives by providing information management solutions that enable organizations and communities to better prepare for and respond to disasters. - The goal of the project was to optimize database performance - Rewrote PHP code to increase the search engine speed, - Deploy the application and database to AWS cloud. The Sahana Project is dedicated to the mission of saving lives by providing information management solutions that enable organizations and communities to better prepare for and respond to disasters. - The goal of the project was to optimize database performance - Rewrote PHP code to increase the search engine speed, - Deploy the application and database to AWS cloud.

Education

  • The Johns Hopkins University
    Master of Science (MS), Computer Science (Data Science concentration)
    2017 - 2021
  • Queens College
    Bachelor of Science (BS), Computer Science
    2010 - 2014

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