Winnie Hsiang
Machine Learning Developer | Auto-Colorization of Historical Black and White Images at University of Toronto Machine Intelligence Student Team (UTMIST)- Claim this Profile
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Mandarin Native or bilingual proficiency
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English Professional working proficiency
Topline Score
Bio
Credentials
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Certificate of Completion- PyTorch for Deep Learning with Python Bootcamp
UdemyAug, 2023- Sep, 2024 -
ARCT Piano Diploma
The Royal Conservatory of MusicFeb, 2023- Sep, 2024 -
MATLAB Onramp
MATLAB CodingSep, 2022- Sep, 2024
Experience
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University of Toronto Machine Intelligence Student Team (UTMIST)
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Canada
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Research Services
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1 - 100 Employee
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Machine Learning Developer | Auto-Colorization of Historical Black and White Images
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Oct 2023 - Present
- Implementing a state-of-the-art Convolutional Neural Network (CNN) model to automatically colorize historical black and white images. - Preprocessing datasets, creating pairs of grayscale and color images for training and validation. - Gaining valuable experience in Computer Vision, Deep Learning, and Image Processing, as well as interpersonal skills like teamwork and project management. - Implementing a state-of-the-art Convolutional Neural Network (CNN) model to automatically colorize historical black and white images. - Preprocessing datasets, creating pairs of grayscale and color images for training and validation. - Gaining valuable experience in Computer Vision, Deep Learning, and Image Processing, as well as interpersonal skills like teamwork and project management.
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University of Toronto Engineering
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Canada
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Higher Education
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1 - 100 Employee
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First Year E-buddy
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Jun 2023 - Aug 2023
I am responsible for: • Assisting with the design of visual and video resources for students; • Assisting with the administration of First Year Office programming including workshop development and other student events; • Compiling attendance data and recording feedback; • Creating banners, flyers, and posters; • Assisting with scheduled E-Buddy workshops and facilitating E-buddy social events; • Analyzing data collected through First Year Office evaluation and assessment activities and reporting on trends and potential opportunities to improve programs and operations; • Managing the E-Buddy email account; • Creating online resource content for students; and, • Other duties as assigned. Show less
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The Fellowship of Mennonite Church
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United States
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Civic and Social Organizations
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Pianist
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Aug 2017 - Aug 2019
As a pianist for The Fellowship of Mennonite Church from August 2017 to August 2019, I had the opportunity to lead the musical aspect of the Sunday church meetings. Throughout each meeting, I played the piano, setting the tone and contributing to the worship experience. My role involved leading the music and accompanying the congregation during their singing, creating a harmonious atmosphere for the church community twice a month. As a pianist for The Fellowship of Mennonite Church from August 2017 to August 2019, I had the opportunity to lead the musical aspect of the Sunday church meetings. Throughout each meeting, I played the piano, setting the tone and contributing to the worship experience. My role involved leading the music and accompanying the congregation during their singing, creating a harmonious atmosphere for the church community twice a month.
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Education
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University of Toronto
Bachelor of Applied Science - BASc, Computer Engineering -
2020 - 2022
Point Grey Secondary
High School Diploma
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