(Sep 2023 - Present)
AI Researcher
UEH University
constcoder={name:'Nguyen Trong Huong',skills:['Python', 'C++', 'C#', 'Pytorch', 'OpenCV', 'Kaggle', 'MySQL', 'Docker', 'PostgreSQL'],hardWorker:true,quickLearner:true,problemSolver:true,hireable:function() {return(this.hardWorker&&this.problemSolver&&this.skills.length>=5);};};ABOUT ME
Who I am?
My name is Nguyen Trong Huong (Arthur). I am a student 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 I am passionate about problem-solving. I love almost all aspects of software development and am passionate about advancing artificial intelligence through research. My core skill is based on Python and I love to do most things using Python. I am available for any kind of job opportunity that suits my skills and interests.
Experiences
(Jun 2023 - Sep 2023)
Python Developer Intern
QT-Tech Startup (internship)
(Jan 2022 - Present)
Self-Taught Programmer
Building personal projects in Python and AI.
Skills
PROJECTS
Deep Learning Based Signature Forgery Detection
constproject={name:'Deep Learning Based Signature Forgery Detection',tools: ['Python', 'PyTorch', 'YOLOv10', 'ResNet-34', 'Scikit-learn', 'NumPy', 'Pandas', 'Matplotlib],myRole:Developer,Description: Developed a deep learning framework for offline signature forgery detection using a few-shot adaptive metric learning approach. Integrated YOLOv10 for signature localization, pre-trained ResNet-34 for feature extraction, and a meta-trained MetricGenerator. Trained with online hard triplet mining in a Siamese architecture. Achieved 100% accuracy on CEDAR dataset and good generalization to BHSig-260.,};Automatic Lymphocyte Cell Counting
constproject={name:'Automatic Lymphocyte Cell Counting',tools: ['Python', 'Jupyter Notebook', 'YOLOv8', 'U-Net', 'PyTorch', 'Streamlit', 'NumPy', 'Pandas', 'Matplotlib],myRole:Researcher and Developer,Description: Conducted research benchmarking YOLOv8 and U-Net segmentation models for lymphocyte cell counting in medical diagnosis. Evaluated models on accuracy, MSE, MAE, and other metrics. Implemented data augmentation, training pipelines, and a Streamlit app for real-time cell counting using the Roboflow dataset.,};Snake Game Console Application
constproject={name:'Snake Game Console Application',tools: ['C#', '.NET', 'Console Application],myRole:Developer,Description: Implemented a classic Snake game using C# in a console application to explore game development concepts, including algorithms for movement, collision detection, and scoring.,};Work Calendar Application
constproject={name:'Work Calendar Application',tools: ['C#', 'Winforms', '.NET],myRole:Developer,Description: Created a work calendar application using C# Winforms for managing schedules, events, and tasks, focusing on user interface design and data handling in a desktop environment.,};Educations
2022 - Present
Bachelor of Science in Computer Science
University of Econimics Ho Chi Minh City (UEH)
2020 - 2022
Higher Secondary Certificate
Tran Bien High School
2016 - 2020
Secondary School Certificate
Long Binh Secondary School