Activities

1-Internship as a Apprentice AI engineer at CoTAI Studio

June to December 2024

Conducted research and engineering in the field of computer vision. Explored this repository for details. The research journey spanned from the history of computer vision (e.g., MobileNet, GoogleNet, DenseNet, ResNet, RepVGG) to modern advancements like SAM, DINOv2, DETR, and GANs.
Investigated image and video retrieval methods, focusing on multimodal feature extraction. Developed and deployed a retrieval system on both local servers and AWS cloud. See this paper “Multimodal Contextualized Support for Enhancing Video Retrieval System” for more details.
Gained expertise with Docker for efficient engineering workflows. Deployed ONNX models on various backends such as TensorRT and OpenVINO. Deployed and served AI models using tools like Triton Inference Server and FastAPI.

From Dec 2023 till now

I have a deep passion for the intersection of computer graphics and computer vision. To continuously refine my skills and expand my knowledge, I actively work on various projects. Learn more about my work on this page.

From May 2024, until now

Leading, mentoring, and teaching the scientific research club at Le Hong Phong High School for the Gifted.
Guiding students on developing strong research ideas, writing and publishing impactful research papers, and presenting their work logically and effectively.
Providing tutoring on project-related topics, including reinforcement learning, computer graphics, and astrophysics.

From July 2024, until now

Published the paper “RotCAtt-TransUNet++: A Novel Deep Neural Network for Sophisticated Cardiac Segmentation” in the IEEE journal, presented at the MAPR 2024 conference.
Conducting research on temporal mapping in video understanding, with the goal of presenting at the VBS 2025 conference in Japan.
Investigating the use of synthetic data for camouflaged wildlife detection and analysis.
Continuing research in computer graphics, focusing on 3D reconstruction, depth estimation, and advancements in VR/AR/XR technologies.

From August 2024, until now

I have a deep passion for mathematics and informatics, which I continue to pursue after this competition by tackling challenging problems and contests on platforms like Codeforces and LeetCode.
Additionally, participating in numerous PIMA events has allowed me to immerse myself in the beauty of “hard” and pure mathematics, enriching my understanding and appreciation for the subject.

From 2018 till now