Victoria Wu
PHD Researcher at The University of British Columbia
Canada
Summary
👤
Senior🎓
Top SchoolVictoria Wu is a Vanier Scholar and PhD researcher at the University of British Columbia specializing in multimodal deep learning for medical applications, with a focus on combining vision, NLP, and tabular data to build noise-robust diagnostic frameworks. She brings eight years of industry and research experience, including software engineering roles at Microsoft and an applied scientist internship at Amazon, giving her a practical track record of shipping production-quality code alongside academic publications. Her work has appeared at top venues like MICCAI and CVPR and includes first-authored papers under review, reflecting a strong bridge between cutting-edge research and clinical impact. Notably, she has improved medical image model performance through temporal multi-frame inputs and contributed to open-source tooling for ultrasound-guided interventions, demonstrating both engineering rigor and domain-focused creativity.
8 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD, Electrical and Computer Engineering, Doctor of Philosophy - PhD, Electrical and Computer Engineering at The University of British ColumbiaBachelor of Computing, Cognitive Science, Bachelor of Computing, Cognitive Science at Queen's University
English, French, Chinese
Github Skills (19)
kafka-producer10
kafka10
librdkafka10
producer10
apache-kafka10
c-library10
cpp10
high-performance10
kafka-consumer10
apache9
procedures9
medical8
medical-imaging7
computer-vision6
machine-learning6
Programming languages (3)
Github contributions (5)
vctoriawu/FTC
Jan 2024 - Oct 2024
This repo holds the code for: {Transformer-based Spatio-temporal Analysis for Automatic Classification of Aortic Stenosis Severity from B-mode Ultrasound Cine Series}.
Contributions:21 pushes, 6 branches in 8 months
vctoriawu/librdkafka
Mar 2022 - May 2022
The Apache Kafka C/C++ library
Contributions:1 push, 2 branches in 2 months
apache-kafkacppc-libraryapachekafka
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