About Me

I am currently a third-year Computer Science student at University of Technology, HCM-VNU. I have a particular interest in applying graph-based methods to neural networks, with the goal of addressing real-world problems.

In addition, I am passionate about mathematics, especially in the areas of calculus, linear algebra, probability and statistics

Research Interests

My research interests lie at the intersection of computer science, artificial intelligence, and mathematics. I am particularly interested in exploring how graph theory and graph-based approaches can enhance neural network models to solve real-world problems. I am also enthusiastic about the mathematical foundations that support these ideas, especially topology, calculus, and linear algebra.

Curriculum Vitae

🎓 Education

B.Sc. in Computer Science
2023 – Present
University of Technology, HCM-VNU
GPA: _._/4.0

💼 Professional Experience

Teching Assistant
June 2025 – Present
HCMUT EE Machine Learning and IoT Lab - University of Technology, HCM-VNU
Teaching Assistant: Support Vector Machine, Reinforcement Learning and Object Detection in Summer Course

🏆 Awards & Honors

Mushroom Classification - The First Prize of Olympic AI HCMC
May 2025
Ho Chi Minh Computer Association and HUTECH
Developed a CNN-based model for mushroom classification to improve recognition accuracy
Implemented data augmentation techniques to increase dataset diversity and enhance model generalization
Trained models using mutual deep learning and applied ensemble methods to boost performance
Analyzed classification results to identify strengths and weaknesses of different architectures
Smart Supermarket Web - Top 20 of IoT Challenge 2025
June 2025- September 2025
FPT Software and Silicon's Lab
Developed a smart supermarket management web system, ranked Top 20 at IoT Challenge 2025
Implemented real-time integration with Raspberry Pi 4 hardware for IoT device monitoring and control
Created a chatbot feature powered by Gemini API to support customer interaction and query handling
Designed dashboards for data visualization, enabling efficient tracking of inventory and user activity

🔬 Technical Skills

Programming Languages

Python Java C/C++ MERN Stack

Tools & Frameworks

PyTorch Scikit-learn Docker Git LaTeX

Research Areas

Generative AI with Diffusion Models Applications of Topological Deep Learning

Publications

Enhanced Multimodal Video Retrieval System: Integrating Query Expansion and Cross-modal Temporal Event Retrieval.

Vo, V.-T., Nguyen, M.-K., Tran, M.-H., Nguyen-Tran, A.-Q., Nguyen, D.-T. , Khanh, L. N., & Phan, A.-M. (2025).

In Proceedings of the 14th International Symposium on Information and Communication Technology (SoICT 2025). HCMUT EE Machine Learning & IoT Lab.

We propose a robust video retrieval system that enables cross-modal temporal event querying, introduces an adaptive KDE-GMM thresholding algorithm for optimal keyframe extraction, and enhances search performance through LLM-based query expansion, achieving strong results in the Ho Chi Minh AI Challenge 2025.

Project Page

Recent News

Oct 20, 2025
FINAL ROUND OF THE AI CHALLENGE 2025, details at HCMUT EE Machine Leaning and IoT Lab as a full post.
Dec 22, 2025
Most Popular Team Award – MLIoT_Newbie, details at FPT Software Academy as a full post.
Jun 30, 2025
Basic Python and Machine Learing - Summer Course has been opened at HCMUT EE Machine Leaning and IoT Lab as a full post.
May 27, 2025
TOP 20 IOT CHALLENGE 2025 COMPETITIONS, details at HCMUT EE Machine Leaning and IoT Lab.
Apr 28, 2025
FIRST PRIZE OF THE HO CHI MINH CITY AI OLYMPIC COMPETITION 2025, details at HCMUT EE Machine Leaning and IoT Lab.

Certifications

Selected professional certificates and badges relevant to my research and technical skills.

Getting Started with Deep Learning
NVIDIA
Issued: December 30, 2024 Credential ID: WeCyXCGTTyOiV88UwHc5SQ
View certificate
Generative AI with Diffusion Models
NVIDIA
Issued: July 23, 2025 Credential ID: 9j5iaf9aTAiOT-PbuJfduA
View certificate
Introduction to Transformer-Based Natural Language Processing
NVIDIA
Issued: September 17, 2025 Credential ID: OlIrMAlOTjKNAdxl-UXkPw
View certificate

Contact Information

Email: tan.nguyen2313054@hcmut.edu.vn
Adress: Thu Duc City, Ho Chi Minh City, Viet Nam
ORCID: 0009-0008-8732-7079
Google Scholar: Google Scholar Profile
GitHub: @DTan1101
LinkedIn: LinkedIn Profile