constcoder={name:'Van-Loc Nguyen',skills:['Python', 'C++', 'Django', 'Django REST Framework', 'Jupyter Notebook', 'PyTorch'],hardWorker:true,quickLearner:true,problemSolver:true,hireable:function() {return(this.hardWorker&&this.problemSolver&&this.skills.length>=5);};};Who am I?
My name is Van-Loc Nguyen. I am a professional and enthusiastic programmer in my daily life. I am a quick learner with a self-learning attitude. I love to learn and explore new technologies and am passionate about problem-solving. I love Artificial Intelligence, especially Computer Vision and Deep Learning. My core skill is based on Python and I love almost all of the things with Python.
Latest News
An Approach to Complex Visual Data Interpretation with Vision-Language Models
Published at The 1st Large Vision - Language Model Learning and Applications Workshop, ACCV 2024
December 8, 2024
Our research adapted the MMMU benchmarks and utilized prompt engineering with a voting-based ensemble method to enhance Large Vision-Language Models' performance on complex visual data interpretation, achieving a top score of 0.85 in the LAVA Workshop 2024 challenge.
AI-Enhanced Photo Authenticity: A User-Focused Approach to Detecting and Analyzing Manipulated Images
Published at The 2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)
August 16, 2024
This paper presents the development of an AI-assisted system designed to aid users in identifying and verifying the genuineness of photos.
A Hybrid Approach for Cheapfake Detection Using Reputation Checking and End-To-End Network
Published at The 1st Workshop on Security-Centric Strategies for Combating Information Disorder, ACM AsiaCCS 2024
July 2, 2024
This research highlights the immense promise of using our proposed hybrid method in the fight against Cheapfakes, making a significant contribution to preserving the integrity of multimedia content.
A Unified Network for Detecting Out-Of-Context Information Using Generative Synthetic Data
Published at The 2024 International Conference on Multimedia Retrieval (ACM ICMR 2024)
June 11, 2024
This paper highlights the notable potential of employing an end-to-end network for Cheapfakes detection, which composes a significant contribution to the advancement of multimedia content integrity.
Transparent Tracking of Spermatozoa with YOLOv8
Published at The MediaEval 2023 Workshop, MMM 2024
February 1, 2024
A research for pointing out an efficient method for detection and tracking of spermatozoa, with YOLOv8 trained on a a COCO-format dataset.
(Jun 2023 - Present)
Backend Developer (Python + Django)
Saritasa - Builders of Better
https://www.saritasa.com/Back-end development with Django, and mainly with Django REST Framework. Build APIs that meet the specification of OpenAPI, implement unit tests, and write documentation for the APIs. Familiar with Postman and Swagger.
(Mar 2023 - May 2023)
Python Developer Intern
Saritasa - Builders of Better
https://www.saritasa.com/Be trained with core Python modules and Django development, moreover with GitHub flow, Jira, Postman, and other skills. Build a project with Django and Django REST Framework.
Connect
constproject={name:'Connect',tools: ['ReactJS', 'Django REST Framework', 'PostgreSQL', 'Supabase', 'Docker', 'Jenkins', 'GitHub Actions],myRole:Backend Developer,Description: A powerful chat-app with features like Telegram. This is the project for Software Architecture course.,};MiniShopping
constproject={name:'MiniShopping',tools: ['Android', 'Django REST Framework', 'NoSQL],myRole:Android Developer,Description: A mobile application for e-commerce, allow users to buy online products. This is the project for Mobile Development course.,};PC Control via Email
constproject={name:'PC Control via Email',tools: ['Python', 'Socket],myRole:Socket Programmer,Description: A program that allows users to remotely control their computers using their emails. This is the project for Computer Network course.,};Chess Game
constproject={name:'Chess Game',tools: ['C++],myRole:Main Developer,Description: An offline game that allows PvP chess between two people. This is the project for Object-Oriented Programming course.,};2020 - Present
Bachelor Degree in Computer Science, Honors Program
University of Science, Vietnam National University Ho Chi Minh City