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Yu (Sylvia) SUN

Yu (Sylvia) SUN

Test Automation Engineer Intern

Followers of Yu (Sylvia) SUN149 followers
location of Yu (Sylvia) SUNEdmonton, Alberta, Canada

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  • Timeline

  • About me

    Machine Learning Developer/ Cloud Architect / IT Analyst. Expertise in Cloud Solution architecture, Data-driven AI and Computer Vision concepts and techniques.

  • Education

    • North China Institute of Aerospace Engineering

      2012 - 2016
      Bachelor of Engineering - BE Field of study focusing on Computer Science, Network Engineering and Software Development

      Activities and Societies: 1. Awarded “Excellent Youth League Member” by North China Institute of Aerospace Engineering 07/2015 and 04/2014 2. Director of Clarinet in The University Wind Orchestra at North China Institute of Aerospace Engineering 2013-2015 3. Awarded “Outstanding Team in ETC Program” by Chinasoft International Co., Ltd. 07/2015 4. 1st Place in High Jump in University-Wide Sports Event at North China Institute of Aerospace Engineering 10/2013 1. Awarded “Three Merits Student” by North China Institute of Aerospace Engineering on 05/2016, 11/2015, 12/20132. 1st Class Scholarship Campus Wide from North China Institute of Aerospace Engineering on 04/2016, 10/20153. 3rd Class Scholarship Campus Wide from North China Institute of Aerospace Engineering on 04/2015, 11/20144. 2nd Class Scholarship Campus Wide from North China Institute of Aerospace Engineering on 04/2014

    • University of Alberta

      2019 - 2021
      Master of Science - MSc Computing Science, Deep Learning, Machine Learning, Computer Vision, Mutimedia

      Machine Learning & AI, Image Processing & Computer Vision, Virtual Reality & Augmented Reality, Networking in Multimedia. Working details are as follows:1. Manage HPC resources using Slurm and Containers in Multimedia (computer vision based) research lab2. Build 3D face model using PRNet with 3 members in course project — Face Detection and 3D Face Modelling in Static or Moving Camera (Python, 3D Face Modelling, Deep Learning)3. Refined One-shot Video Object Segmentation method with… Show more Machine Learning & AI, Image Processing & Computer Vision, Virtual Reality & Augmented Reality, Networking in Multimedia. Working details are as follows:1. Manage HPC resources using Slurm and Containers in Multimedia (computer vision based) research lab2. Build 3D face model using PRNet with 3 members in course project — Face Detection and 3D Face Modelling in Static or Moving Camera (Python, 3D Face Modelling, Deep Learning)3. Refined One-shot Video Object Segmentation method with 3 members in course project by improving the IoU for frames with low performance (Pytorch, Deep Learning)4. Developed a VR Game themed Solar System Wandering as developer in Unity with 2 members in course project (VR, Oculus, C#, Unity)5. Animated patient's walking pattern using the data from sensor in Parkinson Disease visualization project with 3 members in course project (Python, VTK)6. Full Stack development in course mini-project (JavaScript, HTMI, CSS, PHP) Show less

  • Experience

    • UnitedStack

      Feb 2016 - Sept 2016
      Test Automation Engineer Intern

      1. Generated daily report, mobilised meetings amongst team members, tracked product development procedures under Scrum process framework2. Developed new testing methods and test tools (using Python, C#, Shell, SQL, Linux) for Software Defined Networking (SDN/Neutron) and Distributed Software Storage Platform (Ceph) for the layer of Infrastructure as a Service (IaaS) based on OpenStack3. Guided new Test Development Engineers

    • HNA Technology Group 海航科技集团

      Sept 2016 - Sept 2019
      Senior Cloud Development Engineer

      1. Independently developed new functions and maintain the stability of billing service for eKing Cloud Computing Platform based on OpenStack (Iaas, NodeJS, Cloud Computing, Unittest)2. Leaded the full-stack development of the automatic testing platform for private cloud platform for a 4-member team(client-server architecture using RestfulAPI, Python , DevOps, JavaScript, C++, Shell, SQL, NodeJS, HTML, CSS, React, Linux, Unittest)3. Lead to build the high-available platform by object oriented programming and framework design4. Worked on deploying services using CI/CD tools (DevOps)5. Guided new engineers for the billing system Show less

    • University of Alberta

      May 2020 - Apr 2021
      Research Assistant / Machine Learning Intern

      Working on InSAR image denoising, and building a Content-based Image Retrieval System (based on Computer Vision, Machine Learning and Image Processing methods). The details are as follows:InSAR project1. Worked on InSAR image processing and interpretation2. Conducted new research on downsampling, Neighbor2Neighbor, MDN and post-processing to improve the denoising performance of GenInSAR.3. Refact the GenInSAR application for noise removal using PyTorch Lightning framework.Sports card content-based image retrieval project for Kronozio Inc.1. Worked on building a Content-based Image Retrieval System and Object Detection on Images (based on Computer Vision, Machine Learning and Image Processing methods) with GPU Acceleration.2. Developed customized Optical Character Recognition system for complex OCR scenarios.3. Designed code framework and implemented deep learning models and services using Docker Show less

    • Mojow.ai

      Apr 2021 - Nov 2022
      Software Developer

      1. Designed and developed the automatic deployment pipeline for Edge AI model deployment in Nvidia Jetson Nano using ONNX, TensorRT and the cloud infrastructure(Python, Linux Shell, AWS ML).2. Improved the MLOps pipeline for object detection tasks using Weights&Bias and AWS (PyTorch).3. Designed the end-to-end data-centric Machine Learning Pipeline(MLOps)4. Developed the RestfulAPI-based backend service for AI and IoT-based mobile APP5. Participated in building the IoT communication between edge devices (Jetson Nano) and the cloud infrastructure (C++, JavaScript and AWS).6. From end-to-end developed the all-in-one infrastructure deployment automation using Amazon Web Services(AWS), including AWS Aurora, AWS Lambda, AWS AppSync, AWS IoT Core. Show less

  • Licenses & Certifications