CV
Viet-Trung Tran — Lecturer, Department of Computer Science, SOICT / HUST
Email: [email protected] · Web: datalab.vn
Google Scholar · ORCID · SOICT profile · LinkedIn · GitHub
Education
- PhD in Computer Science, École normale supérieure Paris-Saclay (formerly ENS Cachan) / INRIA, France, 2013
Thesis: Scalable data-management systems for Big Data - M.S. in Computer Science, ENS Cachan, France, 2009
- B.S. in Computer Science, Hanoi University of Science and Technology (HUST), 2008
Appointments
- Lecturer, Department of Computer Science, School of Information and Communication Technology (SOICT), Hanoi University of Science and Technology (HUST)
Teaching databases, big data storage & processing, data science / visualization, and supervising student projects and theses
Industry & entrepreneurship
- Co-founder, giasan.vn (2015–2018)
Real-estate analytics platform for Vietnam; 3rd prize, Talent of Vietnam Award 2017; exited in 2018 - Earlier roles as intern, engineer, and data scientist at BKAV, Microsoft Research Cambridge, Trendiction (Luxembourg), and FPT Corporation
Research interests
- Large-scale / distributed data management and analytics
- Natural language processing and understanding (Vietnamese)
- Applied machine learning for real-estate, healthcare, labor, and financial markets
Selected publications
- Phan-Vu, H. H., Tran, T., Nguyen, V. N., Dang, H. V., Do, P. T. Machine Translation between Vietnamese and English: An Empirical Study. Journal of Computer Science and Cybernetics, 2019.
- Cao, H.-N., Tran, V.-T. Deep neural network based learning to rank for address standardization. RIVF, 2021.
- Bui, H.-N., Tran, V.-T. A Novel Conditional Random Fields Aided Fuzzy Matching in Vietnamese Address Standardization. SoICT, 2019.
- Phan V. H.-H., Nguyen V., Do P.-T., Tran V.-T. Towards state-of-the-art English–Vietnamese neural machine translation. SoICT, 2017.
- Hoang L.-T., Nguyen T.-K., Tran V.-T. GPSInsights: Towards an efficient framework for storing and mining massive vehicle location data. SoICT, 2017.
- Tran, V.-T., Nicolae, B., Antoniu, G. Towards scalable array-oriented active storage. ACM SIGOPS Operating Systems Review, 2012.
- Tran, V.-T. Scalable data-management systems for Big Data. PhD thesis, ENS Cachan / INRIA, 2013.
A fuller list is on Google Scholar and ORCID.
Awards
- Talent of Vietnam Award, 2017 (giasan.vn)
Teaching
Course pages and guidelines on this site:
Software & projects
Public repositories (non-fork) are listed on Portfolio, including Vietnamese NLP tooling such as pyvi and vi_spacy, plus lab materials for Big Data and related courses.