TRAN Thi Hong Hanh
🇻🇳 Nationality: Vietnamese
🏠 Address: La Rochelle, France
🧑🎓 Titles: Ph.D. Student
🗺 Languages: Vietnamese, English, French
Work Experience
2020-2021: Data Scientist and Consultant at 3T JSC, Vietnam
Built solutions for internal & external products, including:
Developed innovative solutions for both internal and external products.
Spearheaded the design and implementation of a Credit Scoring System, successfully deployed in a major bank and two fintech companies in Vietnam
Engineered the Barem KPI system, evaluating the call quality and content in call centers.
2019-2020: Data Scientist at Samsung SDSV, Vietnam
Contributed to the development of the Brightics AI core product by building the Brightics Law feature.
Pioneered the classification of standard contracts based on provided contract formats from Samsung.
Implemented cutting-edge techniques for extracting crucial entities within contracts.
Successfully classified Provision/Benefit types in adherence to Vietnamese laws.
Teaching Experience
2021-Now: Teacher VietAI, Vietnam
[1] Pre-Machine Learning
[2] Foundation of Deep Learning classes
[3] ChatGPT for everyone
[4] Build applications with OpenAI
2021-2022: Python Trainer MCI, Vietnam
[1] Python for Data Analysis
[2] Python for Machine Learning & Deep Learning
2016-2017: Program Manager BeeCode, Vietnam
[1] Computer Science classes
[2] Summer schools
Education
2021-now: Ph.D Student in Cotuelle Program - doctoral program between La Rochelle University, France, and Jozef Stefan Institute, Slovenia.
Topic: Cross-lingual cross-domain terminology extraction on less-resourced languages
2021-2023: Master of Science, Financial Engineering - WorldQuant University, USA
2019-2020: Master of Science, Technology, Health, Information Technology and Communication Infrastructure Engineering for Big Data Analysis - University of Montpellier, France
2017-2021: Master of Science, Information Technology and Communication - University of Science and Technology in Hanoi, Vietnam
Publication
Carlos-Emiliano González-Gallardo, Hanh Thi Hong Tran, et al. "L3I++ at SemEval-2023 Task 2: Prompting for Multilingual Complex NER" Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023). 2023
Hanh Thi Hong Tran, Matej Martinc, et al. "Ensembling transformers for cross-domain automatic term extraction" International Conference on Asian Digital Libraries (ICADL, 2022). Cham: Springer International Publishing, 2022
Hanh Thi Hong Tran, Matej Martinc, et al. "Can cross-domain term extraction benefit from cross-lingual transfer?" International Conference on Discovery Science (DS, 2022). Cham: Springer Nature Switzerland, 2022
Hanh Thi Hong Tran, Antoine Doucet, et al. "Named entity recognition architecture combining contextual and global features" International Conference on Asian Digital Libraries (ICADL, 2021). Cham: Springer International Publishing, 2021