NGUYEN KHAI PHU
4th year student at University of Science, HCMC (HCMUS)
Major in Computer Science - Artificial Intelligence
Email: nkphu243373@gmail.com
GitHub / LinkedIn
🎓 Education
University of Science, HCMC (Oct 2020 - Now)
- GPA: 8.96/10
- 6 Excellent Academic performance scholarships for Undergraduate
Thuc Hanh High School - HCMUE (Oct 2017 - May 2020)
💻 Experience & projects
AI Engineer Intern @ Bosch Global Software Technologies Vietnam
Jun 2023 - Nov 2023
- Researched, developed, and evaluated algorithms using machine learning and deep learning techniques to detect various types of animation bugs in video
- Collected and curated a dataset of approximately 100 video recordings of failed test cases caused by animation bugs
- Categorized these test cases based on the visual anomalies, and conducted research to develop solutions
- Designed, implemented, and evaluated a deep learning model to detect and classify video defects, achieving over 90% accuracy in initial testing
A project portfolio can be found in this repository
Interpretable Machine Learning in Image Classification Tasks
Graduation thesis
Jan 2024 - Aug 2024
- Contributed to the development of a new class-specific localization technique leveraging Grad-CAM and Shap-CAM to generate visual explanations in the form of heatmaps
- Designed and conducted various experiments to quantitatively demonstrate that our method achieves moderately shorter execution time than Shap-CAM, while still producing relatively reliable results
- Authored and edited the final thesis, which details the development of the method and presents the findings from the experiments
TicTacToe with AI player
Create a simple UI for tic-tac-toe with Pygame. Design a perfect tic-tac-toe AI player that always makes the optimal move by implementing Minimax algorithm
💬 Languages
English: IELTS 7.5 (2019)
📌 General skills
- Problem-solving
- Communication
- Teamwork
- Flexibility
- Mathematics
- Self-management
🛠️ Technical skills
- Programming languages: C++, Python, SQL (proficient)
- Has experienced RUP + Scrum methodology in class
- Deep Learning frameworks: TensorFlow, PyTorch
- Core competencies: Analytical skills, ML Algorithms, Computer Vision