I am a student based in Melbourne, looking for opportunities in Data Science & AI. Currently, I am focusing on improving my statistical knowledge, CI/CD, and cloud techs.

I continually update my content, so I hope you will return for future updates. Regardless, I wish you a productive and positive day.

My Portfolio

Introduction

Duc Phat Nguyen (Ethan)

Based in: Melbourne, Australia

Programming Languages

Python R SQL PHP

Frameworks & Libraries

TensorFlow PyTorch OpenCV YOLOv8 Flask Laravel Filament XGBoost

Data Visualization

Tableau Power BI Advanced Excel Dash Cytoscape

Databases

MySQL PostgreSQL MongoDB SQLite Chroma

Cloud Technologies

AWS Oracle Cloud Azure

AI/ML Specialties

Machine Learning Deep Learning Computer Vision NLP LLM Fine-tuning Reinforcement Learning

DevOps & Tools

Docker Kubernetes Git

Analytics & Modeling

Statistical Modeling Economic Modeling Forecasting

Current Roles

Tutor - Cloud Computing Architecture & Cloud Engineering at Swinburne University of Technology
Science Intern at ITConnexion

Projects

Play Mario with Reinforcement Learning

Double Deep Q-Learning model to play Super Mario Bros

Built with: Python, PyTorch, OpenAI Gym

Social Network Analysis

Statnet33 - Social Network Analyzer app using statistical model and visualisation.

Built with: Python, R

Project Psychological Analysis Thumbnail

Research Automation Project

Automating the process of psychological research with BeautifulSoup and Google Gemini

Built with: Python, BeautifulSoup4, Google Gemini

Income Disparity Analysis

A Full-stack Analysis of Demographics through Tree-Based Models

Built with: Python, Jupyter Notebook

Privacy Policies AI System

A system of NLP model with web app for interpreting Privacy Policies and Terms of Conditions

Built with: Python, Python Transformers

Project Poker Trees-based Models Thumbnail

Poker Hand Classification

A machine learning project exploring tree-based models for poker hand classification, featuring custom preprocessing and model optimization