Truong Nhat Nguyen
My goal is to deepen my understanding and skills in machine Learning and apply them into real-life, and to explore new and innovative ways to leverage them for social good. I am eager to learn from experts and peers in the field, and to collaborate with diverse and talented teams.
Experience
- Aug 2020 - Aug 2023, Research Assistant - UIT-Together Research Group
- Jul 2023 - Nov 2023, Associate AI Engineer - VSTech
- Nov 2023 - Present, Machine Learning Engineer - Vucar
Education
University of Information Technology, VNU
- Aug 2020 - Nov 2023, Bachelor’s degree, Computer Science, in-major GPA: 8.52/10
- Thesis: Deep learning-based Object Detection in Document Images. Grade: 9.8/10.
Publications
FoveaBox with Consistent Label Assignment Distillation for Page Object Detection
- Authors: Truong Nguyen, Hai Le, Nguyen D Vo
- Conference: 2023 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)
- [Request PDF]
- Authors: Truong Nguyen, Hai Le, Nguyen D Vo
A brief review of state-of-the-art object detectors on benchmark document images datasets
- Authors: Trong Thuan Nguyen, Hai Le, Truong Nguyen, Nguyen D Vo, Khang Nguyen
- Journal: International Journal on Document Analysis and Recognition - IJDAR (Q2)
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- Authors: Trong Thuan Nguyen, Hai Le, Truong Nguyen, Nguyen D Vo, Khang Nguyen
Guided Anchoring Cascade R-CNN: An Intensive Improvement of R-CNN in Vietnamese Document Detection
- Authors: Thuan Trong Nguyen, Truong Nguyen, Hai Le, Vy Le, Nguyen D. Vo, Khang Nguyen
- The NAFOSTED Conference on Information and Computer Science (NICS) is an International Conference on Electronics, Information, Computer Science and related areas, technical sponsored by IEEE_
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- Authors: Thuan Trong Nguyen, Truong Nguyen, Hai Le, Vy Le, Nguyen D. Vo, Khang Nguyen
An Empirical Evaluation Of Feature Extraction For Vietnamese Fruit Classification
- Authors: Thuan Trong Nguyen, Hai Le, Truong Nguyen, Thinh Le, Khanh Duong, Quyen Tran, Vu Bui, Hop Nguyen, Nguyen D. Vo, Khang Nguyen
- Journal: Vietnam Journal of Science and Technology (VJST)
- [Request PDF]
- Authors: Thuan Trong Nguyen, Hai Le, Truong Nguyen, Thinh Le, Khanh Duong, Quyen Tran, Vu Bui, Hop Nguyen, Nguyen D. Vo, Khang Nguyen
Awards
- Received Innovation Award: AI Tempo Run Competition, UIT AI Club
- Received scientific research’s awards from the Director of National University, VNU-HCM, 2023
- Received scientific research’s awards from the principal, UIT, VNU-HCM, 2022 and 2023
Personal Projects
- Descriptions: The main function of the application is to capture photos to illustrate the vocabulary present in the image, along with accompanying example sentences.
- Tech stack: React Native framework for front-end and MongoDB and ExpressJS for back-end.
Subjects Recommendation System
- Descriptions: Recommend relevant subjects based on student’s score history, student’s gender, student’s training program, …
- Tech stack: Streamlit framework for the front-end and the PhoBERT pretrained model.