Yanjun Zhou

Experience

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  MediTool Industry and Trade

  Jan 2018 - May 2018

  Software Engineer Intern

  Developed a medical image annotation web application, which functioned as a portable and convenient tool for doctors to annotate medical images for future AI training, supporting 6 operations including probe, length, angle, etc. and sending collected data to servers with HTTP communicationSupported the features through coordinate transformation, rendering and events based on JavaScript and XTKDeployed widely in 15 hospitals and collected tens of thousands of annotated medical images

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  Yo-i

  Mar 2019 - May 2019

  Software Engineer Intern

  Reproduced 2 forecast-based anomaly detection models to predict possible fault or technical glitch in operational performance, improved the manufacturing efficiency by 37% and reduced the production cost by 12%Built the regression model in scikit-learn using 1GB data from the industry collected every 3 seconds during 1 month to predict production capacity and help assembly line decision optimization

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  The Yaygency LLC

  May 2020 - Aug 2020

  Software Engineer Intern

  Developed an admin portal for an online community using ReactJS, NestJS and MySQL, which provides 3 levels of admin access and allows admins to create and manage events, groups, organizations and user profiles Implemented the access control with JWT, used Sequelize to manage 12 tables in the database, constructed the communication at the frontend by React-Redux, integrated with 3 other teams and deployed on AWSProvided for 2 universities and used by hundreds of students and staff

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  VMware

  Jul 2021 - now

  Member of Technical Staff