Open to opportunities

Nguyễn Hữu Nam

@nguynhunam

Message

Highly determined Computer Science student with AI and machine learning experience.

Zimbabwe

Message

What I'm looking for

I am looking for a collaborative environment where I can grow my skills in AI and contribute to meaningful projects.

I am a third-year Computer Science student with a strong passion for artificial intelligence and machine learning. My hands-on experience includes working with ReactJS and developing innovative solutions in computer vision and generative AI. I have successfully led teams on projects such as the PPE Violation Detection system, where I implemented advanced object detection models to enhance workplace safety.

My academic journey at the University of Information Technology has equipped me with a solid foundation in programming and data analysis. I have a cumulative GPA of 3.5/4.0 and have actively participated in various projects that demonstrate my ability to deliver practical, end-to-end AI applications. I am eager to apply my skills in a full-time internship, contributing to impactful AI solutions that address real-world challenges.

Experience

Work history, roles, and key accomplishments

Current

AI Intern

Current

Beeditor

Developed and deployed YOLOv5 object detection model with transfer learning techniques on SH17 and private datasets, achieving 0.701 mAP@50 accuracy and 20+ FPS performance on NVIDIA RTX 3050 hardware. Integrated ByteTrack algorithm from the original research codebase and establishing custom evaluation metrics for violation detection.

ReactJS Machine Learning Deep Learning Computer Vision YOLOv5 ByteTrack Weights Biases Streamlit Google Cloud YOLO V5

Private Tutor

Private Tutoring

Oct 2023 - Present (1 year 9 months)

Taught Data Structures and Algorithms (DSA) in C++ and Python to first-year Computer Science students from multiple universities (HCMUS, UIT, and USYD). Mentored them to achieve a 8.0+ GPA in the subject.

Data Structures Algorithms C Python Mentoring Teaching Academic Support

Big Summer Trip Participant

SUGAR Vietnam

Mar 2020 - Present (5 years 4 months)

Worked and communicated remotely with non-technical members in NPOs during the COVID-19 pandemic. Developed strong workflow and timeline management skills using Google Workspace, Trello, and Slack.

Remote Collaboration Workflow Management Google Workspace Trello Slack Communication

B.Sc. in Computer Science

University of Information Technology - VNUHCM

Sep 2022 - Present (2 years 10 months)

Led a team of three to design and implement an end-to-end system for real-time PPE compliance monitoring in video streams, significantly reducing workplace safety violations. Developed and deployed YOLOv5 object detection model with transfer learning techniques on SH17 and private datasets, achieving 0.701 mAP@50 accuracy and 20+ FPS performance on NVIDIA RTX 3050 hardware.

YOLOv5 Object Detection ByteTrack Weights Biases Streamlit Google Cloud Python Computer Vision Machine Learning Deep Learning YOLO V5

Education

Degrees, certifications, and relevant coursework

University of Information Technology - VNUHCM

B.Sc. in Computer Science, Computer Science

Grade: 3.5/4.0

Currently pursuing a Bachelor of Science in Computer Science with a specialization in Computer Vision. Achieved a cumulative GPA of 3.5/4.0, demonstrating strong academic performance in the field.