Ken Quach

PhD Candidate in Computer Science

📍 Brisbane, AU

✉️ k.quach@griffith.edu.au

Education

Mar 2023 – Current

PhD in Computer Science

Griffith University, Gold Coast

Thesis: Big Data Analysis and Modeling for Marketing Applications

Mar 2022 – Mar 2023

Bachelor (Honours)

Griffith University, Gold Coast

Thesis: Traffic Demand Prediction with Deep Learning

Feb 2019 – Oct 2021

Bachelor of Computer Science

Griffith University, Australia

Data Science & AI - CGPA: 6.55/7 (Distinction)

Professional Experience

Mar 2023 – Current

Teaching Assistant

School of ICT, Griffith University

Taught foundation and advanced courses in data management, AI, machine learning, and software development.

Nov 2021 – Current

Research Assistant

School of ICT, Griffith University

Designing, developing and reporting research experiments for various projects (traffic prediction, machine unlearning, digital twin), alongside teams of researchers.

Feb 2021 – Oct 2021

Software Developer

DataSakura | Game Development

Website development and front-end app development for full-cycle game development company.

Skills & Competencies

Machine Learning & AI

PyTorch & TensorFlow
Deep Learning Models
Graph Neural Networks
Time Series Prediction
LSTM-SVR Architecture
Model Benchmarking

Data Science & Analytics

Pandas & NumPy
Data Visualization
Statistical Analysis
Large-scale Processing
Social Media Analysis
Exploratory Analysis

Technical Infrastructure

High-performance Computing
GPU Training
Server Management
Research Methodology
Academic Writing
Experimental Design