Meet the CSIT321 project teams

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Description
An interactive multi-disciplinary roadmap and verification platform, offering tailored learning paths for Frontend, Backend, AI, and UI Design. A career spanning personal development tool for individuals to bolster their skill-sets, and for organisations, a verification tool to ensure the capabilities of staff members.
Group members
Rachel McCoy - Group leader
Hermione Beswick
Max Lenton
Isabella Reid
William Soukhavong
Sponsor/Client
Elliot Hyland - DigiWize
Dr Steven Duong - SCIT


Description
VitalAI is an agentic AI platform that handles administrative work for small Australian healthcare clinics. AI agents auto triage patient emails, propose bookings, onboard patients and answer queries from clinic documents. Every consequential action waits for staff approval, with consent checks, role-based access and built in audit logging.
Group members
Md Aminul Islam Rupom - Group leader
Afra Nawar Anchal
Ahnaf Jubayer Islam
Kartik Kartik
Ariana Nozari
Matthew Trueman
Sponsor/Client
Anthony Autore - AR4T


Description
Libu Care puts everyday heart care in patients' hands. Designed for people with coronary heart disease in Ethiopia, it tracks vital signs, symptoms and medications while providing smart reminders and bilingual health guidance. Offline functionality keeps support with patients wherever they are.
Group members
Lachlan Smith - Group leader
Saif Mohammed Abdulsattar
Ihab Al-Nasheei
Prince Jiteshbhai Khakhariya
Thi Thuy Trang Nguyen
Jacqueline Tran
Sponsor/Client
Professor Khin Than Win, Dr Elena Vlahu-Gjorgievska, and Tesema Etefa Birhanu - SCIT


Description
CyberNexa wraps the university's GenAITS tutoring platform in a decoupled security layer, defending against prompt injection and data leakage. Input sanitisation, output guardrails, and audit logging run independently of the interface, letting the AI tutor operate safely, with instructors always in control, in real classroom environments.
Group members
Ronan Conroy - Group leader
Tahmid Abrar
Bushra Binta Bashir
Anthony Feneri
Sujal Kumar
Muhammad Saad Bin Waleed
Sponsor/Client
Madhav Mukherjee - Deloittee
Dr John Le - SCIT


Description
AeroLink is a drone fleet management platform that allows operators to track and coordinate a fleet of drones, manage flight operations, and integrate with DJI drones and docks for live flight data. A proof of concept for custom platform solutions for Prisma Technologies' clients.
Group members
Aidan Sassall - Group leader
Aiden Coker
Carl Durkin
William Huddleston
Hayden Hynes
Kyle Williams
Sponsor/Client
Rav Phull - Prisma Technologies


Description
RidgeWalker is a web-based hiking route planner built for exploring New Zealand’s outdoor terrain. Users can choose start, end, and optional midpoint locations, generate a walking route, view distance, elevation and estimated travel time, and export GPX files for use with compatible navigation apps and devices.
Group members
Laura Fothergill - Group leader
Alexander Barranquero
Jason Makar
Duc Anh Pham
Joseph Ross-Ward
Nguyen Thanh Van To
Client/Sponsor
Dr Janusz Getta - SCIT


Description
Courseo aims to improve current UOW operations and decision making and student experience in line with the UOW Vice-Chancellor’s key identified opportunities. Utilising AI engineering, Courseo presents an intuitive website to create individualised study plans for CSIT students, enabling study path exploration while retaining confidence in being eligible to graduate.
Group members
Tabitha Morley - Group leader
Jenamari Bathan
Prakash Ghimire
Erin Novelo
Gia Han Pham
Lucas Smith
Client/Sponsor
Dr Guoxin Su - SCIT


Description
bepSmart Customer Loyalty Program replaces paper stamp cards with NFC technology. It serves as a direct platform for coffee shops, facilitating customer engagement through effective customer outreach and promotions while reducing food waste by offering discounts on surplus items exclusively to loyal customers.
Group members
Quoc Minh Luong - Group leader
Zahin Ahmed
Weilin He
Rufan Li
Barry Liu
He Shu Tsai
Sponsor/Client
Kai Qin - bepSmart


Description
Vantage is an internal geospatial fleet-simulation platform designed to reduce costly live-vehicle testing. It generates routes that follow real road networks and synthetic operational locations, then simulates vehicle behaviour, telemetry, heatmaps, and replays, enabling teams to safely and repeatably develop, validate, and demonstrate future product features before deployment.
Group members
Lewis Carney - Group leader
Timothy Broughton
Seth Gillies
Jacob Suleman-Wright
Scott Van-Hoven
Paige Taylor
Sponsor/Client
Riley Waite - V-Daq
Dr Xueqiao Liu - SCIT


Description
A real-time communication platform designed for Whale Logistics, centralising conversations, documents and booking-related communication. The system provides messaging, searching and history, notifications, role based access, and real-time features to improve communication efficiency, traceability and user experience between customers and logistics teams.
Group members
James Exposito - Group leader
Shaun Dickinson
Kobe Doswell
Matthew Paget
Marilena Saifoullina
Meiying Wu
Sponsor/Client
Kye Phillips - Whale Logistics
Dr Jack Yang - SCIT


Description
Users submit financial information, and SmartFin analyses it to return a clear sentiment result bullish, bearish, or neutral, along with current sentiment analysis for the stock the submission relates to.
Group members
Sebastian Gibbs - Group leader
Aakarshan Mani Giri
Bam Rogers
Junxuan Sheng
Meheran Max Taraporewala
Sponsor/Client
Quang Long Le


Description
Smart Property Management Platform is a mobile-first application that connects landlords, tenants, and property managers. It supports property and tenancy management, rent and receipt workflows, maintenance tasks, role-based access control, contextual messaging, and financial tracking through a unified property management system.
Group members
Qianran Xu - Group leader
Muhammad Abdullah
Abdulaziz Esaam Almaskari
Siew Tin Lee
Bichen Ren
CheeYoong Tee
Sponsor/Cient
Arvind Iyer - Vimy
Dr Wei Zong - SCIT


Description
To design a platform for purchasing and selling Carbon Credits.
Group members
Zara Carson - Group leader
Lance Difazio
Finley Miller
Ashwath Prasanth Nambiar
Muhammad Raza
Mike Worthington
Sponsor/Client
Aneta Guzowska - Renew Co


Description
TerraKit is an engine-agnostic procedural world generation framework. Instead of embedding world-generation logic inside a game engine, TerraKit runs generation through a reusable native pipeline and exposes the result through stable interfaces. The same system can therefore be consumed by game engines, tools, headless servers, automated pipelines, and custom clients.
Group members
Lilly Walker - Group leader
Iftekhar Ahmed
Logan Edwards
Aidan Hart
Alex Magers
Xinyue Zeng
Sponsor/Client
Professor Casey Chow - SCIT


Description
Permissible turns confusing app permissions into simple guidance, helping everyday Android users understand what's normal, what may be unusual and what they may want to review or change. It explains permissions in plain language, highlights potential privacy concerns, and helps users make more informed decisions about apps on their devices.
Group members
Lachlan Stroh - Group leader
Ebony Crameri
Alleah Docena
Anna Ng
Jedaiaa Sampelalong
Laura Weppler
Sponsor/Client
Associate Professor Joonsang Baek - SCIT


Description
HomeShield is a web platform that helps homeowners understand their property’s risks through a guided assessment. It combines homeowner-provided information with available hazard data to identify potential concerns, provide practical maintenance recommendations, and generate downloadable reports that support informed decisions about protecting their homes.
Group members
Ahmed Quadri Syed - Group leader
Robert Rithin
Sanithu Atanikitha Pathiranage
Sponsor/Client
Alexis Garnaut-Miller

Description
StitchIndex is a clinical support platform developed by UniMed. It records GP consultations and uses AI to prepare clinical reports with Australian Triage Scale classifications. Clinicians stay in control by reviewing and editing every report before finalising it, while built-in administration tools help healthcare teams manage staff and workflows efficiently.
Group members
Nan Htein Htein Lin - Group leader
Son Tung Dang
Phuong Anh Le
Minh Duc Nguyen
Anh Quoc Phan
Thi Diem Quynh Vu
Sponsor/Client
Aneta Guzowska - MedSphere
Dr Jack Yang - SCIT


Description
Speak2Sign lets Deaf and hearing people converse directly, without an interpreter. Speech becomes ASL gloss, signed live by a 3D avatar. Camera-captured signing is segmented from pose, classified against a 1000-sign GPU model, then reconstructed into fluent English by an LLM. Real-time, any device, no special hardware.
Group members
Nguyen Vu Nguyen - Group leader
Thi Hoai Phuong Nguyen
Hoang Ngoc Anh Pham
Quynh Huong Pham
Thi Khanh Linh Phan
Phan Duy Viet Vo
Sponsor/Client
Dr Thanh Le Hoang - SCIT


Description
Paedia is a retrieval-augmented assistant for university course materials. Students ask questions in natural language; it retrieves the relevant passages from their lecturer's uploaded documents and generates an answer with page-level citations. Lecturers upload material and it becomes answerable within minutes. When nothing relevant is found, it says so.
Group members
Thanh Binh Tran - Group leader
Tai Terrence Huynh
Tung Phuong Anh Huynh
Andre Namaratne
Thi Hong Ngoc Nguyen
Anmoldeep Singh
Sponsor/Client
Professor Jun Yan - SCIT


Description
Obtained official DJI certification to allow Prisma Technologies, a drone distribution and solutions provider, to offer a local on-premises version of the offshore FlightHub 2 software. In addition, an All-in-One platform was built to assist with various customer needs through AI integration and interactive features.
Group members
Hayden Hill - Group leader
Joel Borthwick
Ahsanul Haque Kazi
Jackson Macdonald
Jet Tane
Jessica Waller
Sponsor/Client
Rav Phull - Prisma Technologies


Description
To develop and implement security protection algorithms for an AI-powered Cloud service, AI4Care, hosted on Microsoft Azure. The project focuses on building robust authentication mechanisms, data encryption pipelines, role-based access control aligned with provider categories, and a Notifiable Data Breach response framework, all while ensuring data sovereignty compliance.
Group members
Cameron O'Shannessy - Group leader
Nathan Fanning
Pedram Kargosha
Kaden Lopez
Leon Mbogo
Joe Robinson
Sponsor/Client
Professor Ping Yu - SCIT


Description
TreeNotes is a web-based note-taking app combining the Cornell method, AI concept extraction, semantic search, and graph visualisation to help users organise ideas, link concepts, and explore notes as interconnected nodes. It supports manual creation, AI-assisted linking, and interactive navigation of complex information.
Group members
Johannes Olsen - Group leader
David Hanna
Damon Middleton
Jagpreet Singh
Kyle Walker
Yukun Zhao
Sponsor/Client
Dr John Le - SCIT


Description
Our project is an Industrial VR Training Simulator designed to provide safe and interactive workplace training. It allows users to complete structured industrial tasks, practise procedures in a virtual environment, track training progress, and receive performance feedback, reducing risks and improving training accessibility and efficiency.
Group members
Ruilin Wang - Group leader
Yiyi Bi
Jessey Bong
Jacob Morris
Yihong Zhu
Sponsor/Client
Professor Casey Chow - SCIT


Description
A custom scheduling solution for Integra Water Treatment Solutions, replacing a complex pen-and-paper system with a purpose-built iPad application. Technicians view and update their schedules on the move through a simple, user-friendly interface that works fully offline and syncs when back in range.
Group members
Benjamin Flippence - Group leader
Tye Fitzsimmons
Noah King
Henry Hocking
Fergus Shelton
Wil Tester
Sponsor/Client
Matt Dearsley

Description
Relaive is an AI-powered real estate valuation platform that helps agents, valuers, buyers, and investors analyse property data and generate consistent valuation reports. It streamlines comparable sales analysis, affordability and investment calculations, suburb comparison, and client reporting through role-specific workflows.
Group members
Hoang Thanh Truc Nguyen - Group leader
Minh Huy Loi
Minh Phan
The Long Tran
Thi Tuong Vy Tran
Sponsor/Client
Quang Long Le - Longchass Data Consulting


Description
Current AI systems often suffer from "garbage in, garbage out" because they trust external data sources implicitly. This project involves building a middleware "gatekeeper" library that validates the integrity and credibility of external data before it is used to augment a Large Language Model (LLM).
Group members
Zhuoyuan Chen - Group leader
Yizhe Lu
Shangyuan Tian
Pengyu Wang
Sponsor/Client
Soham Mukherjee - LE
Dr Steven Duong - SCIT


Description
CHRONO is an AI-powered smart scheduling platform that helps users plan tasks, optimize priorities, adapt schedules, and improve focus. By combining intelligent recommendations, personalised insights, and plant-based gamification, CHRONO transforms everyday productivity into visible, motivating growth, while keeping users in control of every decision.
Group member
Thanh Nhan Nguyen - Group leader
Minh Duy Cao
Dinh Quang Vinh Nguyen
Nhat Minh Nguyen
Tien Phat Nguyena
Ha Anh Minh Truong
Sponsor/Client
Dr Thai Vu - SCIT


Description
When an AI agent does something it shouldn't, most organisations cannot say what it did, why it was allowed or who approved it. Certacito.ai checks every agent action against policy before it runs, permits, denies or holds it for a person, and keeps a tamper-evident log of each decision.
Group members
Harrison Twyford - Group leader
Peter Almeda
Roland Almeda
Allan Jamil
Sai Poorab Melam
Daniel Tantsyura
Sponsor/Client
Anthony Autore - AIRevolution
Dr John Le - SCIT


Description
What does the internet know about you? Footprint Finder uses open-source intelligence (OSINT) to trace one email, username or phone number across public sources, link the accounts belonging to you and flag details a scammer could use. A dashboard rates your exposure, and your data stays on your device.
Group members
Gabriel Esposito - Group leader
Haris Ahmad
Ammar Algatrani
Arnav Prasad
Andrew Shenouda
Dion Taghvaei
Sponsor/Client
Dr John Le - SCIT


Description
A serverless RAG platform that ingests GitHub repositories, parses code with Tree-sitter, and generates AI summaries via Bedrock, allowing non-technical users to ask conversational questions about a codebase's business logic. Built on the BaselineJS framework using Lambda, DynamoDB, S3, S3 Vectors, and Cognito.
Group members
Steven Trivett - Group leader
Brandon Ozdemir
Robert Perram
Tenzin Rigsang
The Dan Tran
Cilla Wilson
Sponsor/Client
Byron Papanikolaou - Devika


Description
DBShield is a data protection system that secures sensitive patient records through role-based access control, clearance-level classification, and field-level encryption, ensuring only authorised users can view or modify protected data while maintaining full audit logging of access activity
Group members
Thanh Truc Nguyen - Group leader
Moyo Adewusi
Muhammad Haider Arshad
Kunlang Li
Emma Nguyen
Viet Nguyen Pham
Sponsor/Client
Dr Tianbing Xia - SCIT


Description
OKRew has designed a business strategy and objectives tracking application, developed for Micromax. The system enables executive management to plan, define, and coordinate Objectives and Key Results (OKRs) for small to medium businesses. The platform improves organisational accountability, integrates calendar functionality, and provides a centralised system for managing business goals.
Group members
Laura De'Battista - Group leader
Erika KC
Matthew Lindsay
Nusrat Ferdous Prova
Hasibur Rahaman Hamim
Sponsor/Client
Shakif Aziz - Micromax


Description
Our project focuses on implementing and comparing lightweight encryption algorithms for small IoT devices. We will test the security, speed, and memory usage using a Raspberry Pi Pico. The results will show how lightweight cryptography can provide suitable security while using fewer resources than traditional encryption methods.
Group members
Adam Snow - Group leader
Elie Abdelnour
Aurniv Das
Daniel Fahmy
Mohammad Omor Faruk
Hasan Uzzaman
Sponsor/Client
Associate Professor Joonsang Baek - SCIT


Description
Web-based Smart Food Ordering system created to be an alternative to UberEats. Providing restaurants with a modular user-friendly tool to manage orders online, and customers a way to order directly from their favourite local restaurants.
Group members
Jacob Pennimpede - Group leader
Luke Conoley
Theo Fluckiger
Farhan Mohamed
Shayan Akbari Sepehr
Jasmine Stuart
Sponsor/Client
Dr Wei Zong, Jiaxing Tu - SCIT


Description
SWA Remote Assistant is a self contained remote AI system running on isolated hardware, featuring a hybrid local/API architecture that automates investment analysis for financial planners. The system features ticker monitoring, data collection, valuation modelling, report generation and operating costs of under $200/month
Group members
Aidan Raphael - Group leader
Rui Bian
Ruoquan Guo
Guan Yi Lee
Manula Wakwalle
Jovin Cheah Ju Ying
Sponsor/Client
Wei Zhong - SWA Financial Planning


Description
TenantVoice is a property services platform connecting tenants, landlords, and service providers. It brings property search, maintenance requests, bookings, messaging, and reviews into one place. With transparent provider profiles and AI recommendations, TenantVoice helps users discover relevant connections, coordinate services, and manage rental experiences more easily, efficiently, and with confidence.
Group members
Nguyen Ta - Group leader
Dat Cao
Trung Phong Hoang
Thi Ngoc Anh Nguyen
Quang Dao Pham
Minh Quan Tran
Sponsor/Client
Wajeeha Saeed - TenantVoice
Dr Xueqiao Liu - SCIT


Description
TransactLab is an interactive learning tool that helps students understand MySQL database transactions through real, observable behaviour. It provides guided demonstrations of transaction lifecycles, isolation levels, concurrency, dirty reads, lock waits, commits and rollbacks, turning complex database concepts into practical, visual learning experiences.
Group members
Melvin Roy - Group leader
Safal Bajracharya
Aradhya Dubey
Md Tajwar Karim
Jeffin Rojo
Akhil Saji
Client/Sponsor
Dr Tianbing Xia - SCIT


Description
TrailMatch is a platform developed as a accessibility-focused site to help people with mobility challenges to discover outdoor trails, understand trail conditions, and recive personalised suitable recommendation based on surface, hazards, slope, distance, and individual mobility capabilities, to support safer outdoor exploration and make people more confident.
Group members
Rashid Alriyami - Group leader
Yousef Alameri
Khaled Ahmed Alhammadi
Eissa Khaled Alzaabi
Betto Thomas
Urbana Islam Tuba
Sponsor/Client
Jeremy Fox - Rolling Trailblazers Australia (RTBA)
Dr Elena Vlahu-Gjorgievska


Description
ZynTrace checks whether software release notes match the code changes they describe. It reads a commit's diff, flags claims the code does not support and changes the notes leave out, and gives a consistency score. Built with Python and FastAPI, it runs live at zyntrace.onrender.com.
Group members
Faisal Mahmud - Group leader
Seif Ahmed Mohamed Arafa Ali
Prama Karmokar
Rana Muhammad Mateen
Oscar Murray
Sponsor/Client
Dr Siqi Ma - SCIT


Description
The project's main purpose is to demonstrate how autonomous intelligent agents make decisions using the Belief–Desire–Intention (BDI) model. Through an interactive Blocks World environment, it aims to illustrate how agents interpret information, establish goals, plan actions, and adapt their behaviour to achieve desired outcomes.
Group members
Sean O'Neill - Group leader
Muhasib Nahian
Amje Poothanali
Rahin Rahman
Markus Tan
Sponsor/Client
Dr Fenghui Ren


Description
Surf Connect is a community-driven platform that helps Australian surfers discover beaches, understand live conditions, and make informed decisions. It combines forecasts, safety information, skill-based recommendations, learning resources, community reports, messaging, and progress tracking. Designed especially for beginners, it promotes safer, more confident, connected, and enjoyable surfing experiences across Australia.
Group members
Kazi Fahim Omi - Group leader
Jubair Hasan
Xidan Hu
Tabib Kamal
Jingzhou Liu
Yong Zhe Tsan
Sponsor/Client
Dr Elena Vlahu-Gjorgievska - SCIT


Description
Hydrochart is a streamlined and maintainable system, for corporate businesses dealing with complex data visualisation and digestion from many entry points. The system focuses on providing a superior user experience, transforming raw data into actionable insights, whilst removing the need for a middle-man.
Group members
Lachlan Downing - Group leader
Samuel Culley
Joshua Gough
Thomas McGrath
Long Vu Nguyen
Sponsor/Client
Joshua Day - Shoalhaven Water


Description
Medsplat delivers a scalable pipeline for generating, annotating, and viewing 3D medical scans using Gaussian Splatting. Optimised for mobile browsers with Rust and WebGPU, Kubernetes microservices dispatch generation jobs to Azure Batch. Built on .NET and React, deployed with Terraform, and secured by Azure Key Vault for patient PII protection.
Group members
James Blackley - Group leader
Tristen Housden
Huy Hoang Mai
Kevin Phan
Tyler Ware
Sponsor/Client
Professor Casey Chow - SCIT


Description
Human-centered cybersecurity training based on the Big 5 personality quiz. Psychology-backed phishing training and habit building which uses personalised coaching that changes based on your Big 5 quiz results and dominant trait from openness, conscientiousness, agreeableness, extraversion, neuroticism.
Group members
Thomas Allen - Group leader
Joseph Awadalla
Sumana Fatema
Charlotte Good
Duaa Iqbal
Avantika Ragesh
Sponsor/Client
Raja Jabir, Dr Elena Vlahu-Gjorgievska - SCIT


Description
Our group is creating an AI powered chatbot for the Whale logistics customer support, to reduce the amount of emails that the customer support team receive.
Group members
Jordan Milevski - Group leadera
Elijah Jose Arcedera
Alexander Grech
Jordan Pham
Adam Siavoshi
Liam Wilson
Sponsor/Client
Kye Phillips, Kai Pham, Josh Veart


Description
Travel RAG is an ai powered tourism app that helps user plan and ask questions through source cited and provided grounded response via RAG pipeline instead of plain chat bot, making it more accurate and to point responses instead of random information not relevant to the asked questions.
Group members
Aadarsh Gurung - Group leader
Muhammad Saaim
Kshitiz Shrestha
Sponsor/Client
Professor Jun Yan - SCIT
