Yuchen Hui
Teaching Assistant at Université de Montréal
Montreal, Quebec, Canada
Summary
🤩
Rockstar🎓
Top SchoolYuchen Hui is an AI-focused software engineer and teaching assistant based in Montreal with four years of practical experience bridging research and industry. Currently pursuing advanced studies at Université de Montréal, he has supported large undergraduate CS curricula while lecturing and grading for introductory programming using Python. His applied ML experience includes a Desjardins internship building predictive models for ATM outages (LSTM/Transformer and Azure deployment) and research work at Mila contributing to a 2M-pair audio-text dataset and CLAP multimodal model repositories. He also explored byte-level semantic communication during a short research stint at Ericsson, reflecting an interest in low-level representation for information access. Comfortable moving models from data collection through cloud integration, Yuchen combines hands-on engineering with academic curiosity about the future of information access.
4 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at Université de MontréalPhysics and Chemistry Orientation, Physics and Chemistry Orientation at Jinling High School
English, French, Chinese
Github Skills (16)
clap10
audio10
ssim7
extraction6
retrieval6
computer-vision4
large-scale4
information-retrieval3
deep-learning3
scale3
machine-learning3
video-processing3
clip3
video-editing2
recommender-system2
Programming languages (2)
Github contributions (5)
YuchenHui22314/picgo
Dec 2023 - Nov 2024
Contributions:172 pushes, 1 branch in 10 months
LAION-AI/audio-dataset
Jun 2022 - Jan 2023
Audio Dataset for training CLAP and other models
Contributions:4 reviews, 123 commits, 32 PRs in 7 months
trainingdatasetclapaudio
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