Xuan-son Vu
Publicity Chair at BigDataService
Greater Umeå Metropolitan Area Sweden
Summary
👤
Senior🎓
Top SchoolXuan-son Vu is a senior researcher and machine learning engineer with nine years of experience blending academic rigor and industrial impact in privacy-preserving ML, NLP, and robust multimodal learning. Based in Umeå, Sweden, he holds a PhD focused on Privacy Preserving ML and currently splits his time between ADSLab at Umeå University and a Publicity Chair role at BigDataService. His background spans applied R&D in log mining, network security, document classification, and mobile-data relationship inference, demonstrating a knack for turning noisy, real-world data into actionable models. Xuan-son emphasizes quality-driven research and development, pursuing “perfection” through iterative, intelligent effort rather than quick fixes. He contributes across the ML stack from deep data mining to deployable robust models, with a practical track record in both academic publications and product-oriented R&D. A less obvious strength is his consistent bridge-building between academia and industry, enabling rapid translation of privacy-aware research into production-ready systems.
9 years of coding experience
8 years of employment as a software developer
Master of Science (M.Sc.), Machine Learning, Master of Science (M.Sc.), Machine Learning at Kyungpook National UniversityDoctor of Philosophy - PhD, Privacy Preserving ML, Doctor of Philosophy - PhD, Privacy Preserving ML at Umeå UniversityBachelor's degree, Information Technology, Bachelor's degree, Information Technology at University of Engineering and Technology, Vietnam National University, Hanoi
English, Vietnamese, Korean, German
Github Skills (47)
document-classification10
d2l9
lda9
allennlp9
similarity9
acl9
computational-linguistics9
phonetics9
topic-modeling9
keras9
sentence-similarity9
nlp8
kaggle8
computer-vision8
protobuf8
Programming languages (5)
Github contributions (5)
vietnlp/etnlp
Mar 2019 - Oct 2022
ETNLP: A toolkit to evaluate, extract, and visualize multiple embeddings
Contributions:80 commits, 71 pushes, 1 branch in 3 years 7 months
nlpevaluateldavisualizeembeddings
mormor-karl/mormor-karl.github.io
Sep 2023 - Mar 2025
Contributions:431 pushes, 1 branch in 1 year 6 months
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