Hung-nghiep Tran
University Researcher & Lecturer at University of Information Technology
Ho Chi Minh City, Vietnam
Summary
👤
Senior🎓
Top SchoolHung-nghiep Tran is a research scientist and lecturer with 10 years of experience specializing in machine learning, representation learning, and knowledge graph embedding, currently leading research and teaching at the University of Information Technology in Ho Chi Minh City. He has driven state-of-the-art advances in multi-relational embedding and contextual link prediction, producing highly efficient tensor- and neural-based methods implemented in TensorFlow and PyTorch. His work spans practical applications—recommender systems, information retrieval, and question answering—and has contributed to national-scale projects in Japan, including a strategic SIP collaboration on dataset retrieval. A MEXT-funded PhD researcher, he combines deep theoretical insight with hands-on GPU-optimized implementations and a track record of publishing novel methods that balance expressiveness and efficiency. He also mentors students and builds academic-industry bridges, bringing an uncommon blend of rigorous research, production-ready code, and pedagogical impact to applied AI.
10 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at The Graduate University for Advanced Studies, SOKENDAIMaster of Science - MS Computer Science, Master of Science - MS Computer Science at University of Information Technology
English, Vietnamese
Github Skills (83)
transformers10
language-model10
python10
fasttext10
deep-learning10
gpu10
scientific-computing10
glove10
word2vec10
corpus10
ml10
numpy10
latex10
neural-network10
computer-vision10
Programming languages (7)
Github contributions (5)
tranhungnghiep/tranhungnghiep.github.io
Aug 2017 - Sep 2022
Contributions:202 pushes, 1 branch in 5 years 2 months
tranhungnghiep/CSPublicationCrawler
Aug 2015 - May 2020
Contributions:8 pushes, 12 branches in 4 years 9 months
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