Machine Learning Artificial Intelligence

Trinh Gia Tien

Applying for: AI Engineer

+84-798****** **********@*****.*** Tien123123123 LinkedIn Education

University of Science Ho Chi Minh, Viet Nam

Auckland University of Technology Auckland, New Zealand Bachelor of Science in Computer Science 2021 - 2025 Projects

1. Predict Laptop Price with Machine Learning

Description:

This project is about creating machine learning model to predict laptop prices based on various specifications. The project included, deploying data, data analysis, feature selection and model deployment. Responsibilities:

Create data argumentation functions to remove unimportant features Deploy Pipeline for data preprocessing

Deploy model for training, validating and Fine-tuning model Save model into Pickle file and load it for prediction Technologies Used: Flask, Scikit-learn, Pandas, Matplotlib, Python, GitHub GitHub Link: ml_predict_laptop_price

2. Predict Animal with Deep Learning

Description:

In this project I developed a convolutional neural network (CNN) model and Using Trained models to accurately classify animals from a customized dataset.

Responsibilities:

Create Custom Animal Dataset

Implemented personal CNN model

Use personal CNN model and Trained models (Resnet18, Mobilenet) for training and validating Use Tensorboard for visualize Accuracy and Loss value from trainning and validating process Deploy save function for saving and loading files

Use Argparse to crete function to adjust values remotely Deploy inference function to predict animal from picture or video Technologies Used: PyTorch, Torchvision, Python, GitHub GitHub Link: dl_predict_animals

Awards and Honors

GPA: 3.66 / 4.0

IELTS: 6.5

Skills

Programming Languages: Python

Tools and Frameworks: PyTorch, Scikit-learn, Pandas, NumPy, Matplotlib, Flask, GitHub Languages: Vietnamese (Native), English (Proficient)

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