Introduction

Duc Phat Nguyen (Ethan)

Based in: Melbourne, Australia

Python R Tableau Power BI MySQL MongoDB PostgreSQL AWS Oracle Git

Professional Summary

Current Roles

• Tutor - Cloud Computing at Swinburne University of Technology
• Science Intern at ITConnexion

Key Skills & Technologies

Cloud Computing, Machine Learning, Statistical Modelling, STEM Education, English Language Teaching (IELTS)

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

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

Poker Hand Classification

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

Built with: Python, Jupyter Notebook

Education

Achievement

Certifications