Hantang Li

Software Developer (AI) at Ecomtent
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Location
Greater Toronto Area, Canada, CA

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Credentials

  • Ten Thousand Coffees Member
    Ten Thousand Coffees
    Oct, 2021
    - Sep, 2024

Experience

    • Technology, Information and Media
    • 1 - 100 Employee
    • Software Developer (AI)
      • May 2023 - Present

      Eight-month internship during UofT MScAC program. Worked on designing machine learning applications directly provided to customers. Utilizing AWS S3 and EC2 as infrastructure, implemented frontend and backend using Fastapi, JavaScipt and Docker. Implemented image generation pipelines and trained text-to-image generation models using Pytorch and hugging face. Eight-month internship during UofT MScAC program. Worked on designing machine learning applications directly provided to customers. Utilizing AWS S3 and EC2 as infrastructure, implemented frontend and backend using Fastapi, JavaScipt and Docker. Implemented image generation pipelines and trained text-to-image generation models using Pytorch and hugging face.

    • United Kingdom
    • Business Consulting and Services
    • 1 - 100 Employee
    • Machine Learning Engineer
      • Mar 2023 - May 2023

      Worked on the recommendation system. Worked on the recommendation system.

    • Canada
    • Higher Education
    • 700 & Above Employee
    • Teaching Assistant
      • Sep 2022 - May 2023

      CSC207: Software Design Teaching Assistant. CSC148: Introduction to Computer Science. Mentoring student teams on the course project, leading weekly labs, attending TA meetings, and grading assignments and tests. CSC207: Software Design Teaching Assistant. CSC148: Introduction to Computer Science. Mentoring student teams on the course project, leading weekly labs, attending TA meetings, and grading assignments and tests.

    • Canada
    • Hospitals and Health Care
    • 700 & Above Employee
    • Research Assistant
      • May 2021 - Jul 2022

      Sunnybrook Research Institute (SRI) is a fully affiliated research and teaching hospital with the University of Toronto. Worked on a medical image project. Conducted literature review, preprocessed the healthcare data, and analyzed patient information. Sunnybrook Research Institute (SRI) is a fully affiliated research and teaching hospital with the University of Toronto. Worked on a medical image project. Conducted literature review, preprocessed the healthcare data, and analyzed patient information.

    • Australia
    • Renewable Energy Semiconductor Manufacturing
    • 1 - 100 Employee
    • Research Engineer
      • May 2020 - Apr 2021

      Focused on solving computer-vision-related problems using machine learning methods and models. I was fortunate to participate in a product development cycle of Video Content Tagging (VCT). Focused on solving computer-vision-related problems using machine learning methods and models. I was fortunate to participate in a product development cycle of Video Content Tagging (VCT).

Education

  • University of Toronto
    Master of Science in Applied Computing, Computer Science
    2022 - 2023
  • University of Toronto
    Honours Bachelor of Science - HBSc, Computer Science Specialist and Data Science Specialist
    2017 - 2022

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