Hello, I'm
Hai Nam LE
AI Student
Bachelor of Artificial Intelligence
Deakin University, Burwood
(02/2023 – Current)
- Expected graduation date: 06/2025
- Achievements:
- Diploma of IT: WAM of 93
- Units:
- Introduction to Programming (SIT102): 97.00 HD
- Data and Information Management (SIT103): 84.00 HD
- Exploring I.T. (SIT124): 88.00 HD
- Computer Systems (SIT111): 97.00 HD
- Introduction to Mathematical Modelling (SIT194): 100.00 HD
- Applied Algebra and Statistics (SIT199): 100.00 HD
- Data Science Concepts (SIT112): 85.00 HD
- Discrete Mathematics (SIT192): 89.00 HD
Explore My Journey
Additional Training
Deep Learning For Computer Vision
- Developed CNNs for image classification, achieving high accuracy on datasets like CIFAR-10.
- Researched object detection and segmentation techniques, improving accuracy with models like YOLO and Mask R-CNN.
- Deployed deep learning models for applications like facial recognition and autonomous vehicle perception, showcasing practical computer vision solutions.
Advanced Machine Learning
- Automated hyperparameter optimization via GridSearchCV and RandomizedSearchCV fine-tunes model settings efficiently, enhancing performance with minimal manual intervention.
- Flexible preprocessing pipelines with scikit-learn's Pipeline class enable seamless integration of multiple data preprocessing steps, ensuring efficient and reproducible data preparation workflows.
Python for Data Science
- Taught comprehensive pandas data manipulation techniques, including cleaning and aggregation.
- Provided introductory machine learning sessions for practical application.
- Conducted hands-on workshops on NumPy and Matplotlib for effective data analysis and visualization.
Python for Django
- Proficiency in Python programming language, with a strong understanding of Django framework fundamentals.
- Familiarity with database management systems, particularly PostgreSQL or MySQL.
- Basic understanding of HTML and CSS, including the ability to create simple web pages and apply basic styling.
Browse My Recent
Projects
Machine Learning Projects
E-Book Website Project
C++ Go Game Project
Get in Touch
