Here are some of my favourite projects that I'm currently working on or have worked on:
My honours project focuses on utilising various machine learning techniques to predict total number of patient arrivals in an emergency department and further extend it to predict sub-types of patient arrivals (by ward and patient complexity) for the next day.
This project strengthened my skills in feature engineering, data pre-processing, and evaluating different machine learning approaches for healthcare forecasting problems.
As part of my undergraduate mobile application development course, I built a cricket scoring app for iOS. This project allowed me to strengthen my Swift programming skills and gain practical experience in designing user-friendly mobile applications.
In another assignment for the same course, I developed a cricket scoring app with Flutter, focusing on cross-platform development. This project helped me understand how to design applications that run smoothly on both iOS and Android, while also deepening my knowledge of UI consistency and responsive layouts.
This is a small practice project where I further explore web scraping and machine learning techniques to predict the winner of the English Premier League (EPL). This project allowed me to strengthen my Python programming skills and gain practical experience in handling real-world sports datasets.
In a follow-up phase, I will apply machine learning techniques to predict match outcomes, focusing on feature selection, model evaluation, and predictive accuracy. This project helped me understand how to combine data collection, analysis, and modeling to derive actionable insights from a dataset.
I recently graduated with a Bachelor of Science in Computer Science from the University of Tasmania and completed my Honours year, where I focused on applying machine learning in a healthcare setting. During my studies, I also joined a studentship program at CSIRO, gaining hands-on experience with software development — including static site generators, APIs, unit testing, and Django. These experiences strengthened my passion for using technology to solve real-world challenges.
I am super excited to design and build technical solutions that help businesses and organisations work smarter and more effectively. Here are some areas I love working in:
Website Development
AI & Machine Learning
Data Science & Analytics
Mobile App Development
The projects above highlight some of the things I've found interesting, but what drives me most is curiosity and a love of learning. This portfolio captures just the beginning of my journey, and I'm looking forward to continue to build and explore new challenges along the way. Thanks for stopping by — feel free to explore further!
I am always up for exciting opportunities, please feel free to chat through my email or other socials.
Email: hellonicolynk@gmail.com
