I am a Software Engineer at Macquarie Group and a PhD candidate in Software Engineering at the University of Technology Sydney. I am motivated by solving complex problems and understanding the systems behind them, with research focused on data privacy risks in agentic AI systems.
I am a Software Engineer at Macquarie Group and a PhD candidate in Software Engineering at the University of Technology Sydney. I have always been motivated by solving complex problems and understanding the systems behind them. What began as an early curiosity for technical challenges has grown into a focus on addressing real-world problems in software engineering and artificial intelligence.
My research focuses on data privacy risks in agentic AI systems that process personally identifiable information. Previously, my honours research explored the intersection of generative AI and copyright law, resulting in the development of the Copyright Health Checker (CHC) tool and a publication in the ACM Digital Library.
Alongside my research, I contribute to software engineering education through teaching and mentoring roles at the University of Technology Sydney. I am passionate about building trustworthy technology and collaborating across teams.
I value continuous learning and see each opportunity—whether through research, industry work, or collaboration—as a way to deepen my understanding of complex systems and grow as an engineer.
University of Technology Sydney
2025 – Present
My PhD research investigates data privacy risks in agentic and adaptive AI systems and develops practical architectures, methods, and tools for building reliable and observable multi-agent software systems. This work spans the AI software development lifecycle and combines systematic literature reviews, empirical taxonomies, design science, and prototype development.
The research has produced taxonomies of data risks in AI, quantum computing, and data privacy; an accepted systematic literature review for the SAI Computing Conference 2026; and a federated observability architecture pattern published in Information and Software Technology. Current work also includes the Context Processing Layer (CPL), an SSRN-accepted preprint proposing semantic observability for multi-agent AI systems.
University of Technology Sydney
January 2023 – August 2024
Featured Publication
Published in the A-ranked journal Information and Software Technology, Volume 199, Article 108260 (2026).
FOAP introduces a seven-layer, schema-agnostic architecture for federating, normalising, retaining, and observing heterogeneous telemetry across the AI software development lifecycle.
Macquarie Group
February 2024 - Present
Contributes to reliable software systems in a large-scale financial services environment, with experience across AWS cloud governance, compliance, security, data management, cloud operations, and cost optimisation.
University of Technology Sydney
February 2023 - Present
Leads tutorials, blended learning activities, and demonstrations, and supports marking, student consultations, and academic administration.
Tommy Hilfiger
November 2019 - October 2025
Completed various duties including customer service, register work, stock lifecycle, cleaning, and overseeing the daily store operations.
University of Technology Sydney
July 2023 - November 2023
Faculty Assessment Partner at UTS, specialising in GenAl initiatives and academic integrity review, enhancing student experience through support, redesign, consultations, and resource creation.
UTS
January - February 2023
The Apple Foundation Program at UTS provided me with a challenge-based learning environment where I could get firsthand knowledge of the creative process required to address real-world issues, work in diverse teams, and create apps using the iOS ecosystem.
AgriWebb
February 2022 - June 2022
The UTS Software Development Studio's partnership with AgriWebb provided me with an opportunity to develop a Python machine learning algorithm, as well as experience in complex data querying and analysis in Snowflake SQL Data Warehouse.
InfoPoint
July 2021 - February 2022
• Executed full lifecycle software development • Integrated software components into a fully functional software system • Developed software verification plans and quality assurance procedures • Documented and maintained software functionality • Worked collaboratively with the directors, stakeholders, and other technical team members • Regularly reported to the technical lead on a formal and informal basis about the status of assigned tasks • Provided timely technical support and issue resolution to customers
Mimco
November 2019 - February 2020
Completed a variety of tasks, including stock management, customer service, register work, and housekeeping.
Doctor of Philosophy
2025 - 2027 • Australia
Bachelor's of Engineering, majoring in Software (Honours)
Bachelor's of Science, majoring in Mathematics
2020 - 2023 • Australia
NSW Higher School Certificate
2014 - 2019 • Australia
UTS
PhD Research Project
A data engineering solution for federating telemetry data, enabling efficient data collection, processing, and analysis across distributed systems.
UTS
PhD Research Project
A tool for assessing privacy risks in data anonymisation processes, helping organisations evaluate and improve their data privacy measures.
UTS
PhD Research Project
A versatile and extensible tool for assessing security risks across various domains, providing comprehensive security evaluation capabilities.
UTS
PhD Research Project
A specialized tool for assessing privacy risks in AI systems, helping developers and organisations ensure compliance with privacy standards.
Personal
Creator
A fun, fully interactive team-based quiz game combining knowledge, wit, and competition. Features team management, flexible game setup, real-time scoring, and the ability to share victories. Built with vanilla HTML, CSS, and JavaScript and deployed as a static GitHub Pages site.
UTS
Honours Research Project
Generative Artificial Intelligence (GAI) marks a transformative shift in creative landscapes, blurring the lines between human and machine-generated content. This capstone project developed the Copyright Health Checker (CHC) tool to identify and assess GAI system's copyright concerns through analysis of regulations, legislations, and legal cases spanning Australia, the UK, the US, and Europe.
The CHC tool has been developed based on the analysis of selected, publicly available copyright cases and academic literature. While it serves as an initial health checker for GAI system developers, it provides important insights for responsible GAI development and policy formulation in the digital era.
UTS
Software Engineer
A web application that uses Natural Language Processing to examine and provide insights into text, developed as part of the Software Innovation Studio subject.
InfoPoint
Software Engineer
Implemented comprehensive testing suite including Component, End-to-End, and Integration tests. Developed new Registers feature with Excel integration and enhanced search functionality.
AgriWebb
Software Engineer (Intern)
Developed Python machine learning algorithms and performed complex data querying and analysis using Snowflake SQL Data Warehouse.
UTS Apple Foundation Program
iOS Developer
Developed an iOS mobile application that helps users decide what to cook by providing random recipe suggestions and generating shopping lists for ingredients.
UTS
Software Engineer
Developed a web application for intelligent student-group management, featuring smart group sorting based on complementary student profiles and manual management options for students and tutors.
UTS
Software Engineer
Created a web application for Le Bistrot D'Andre restaurant, implementing table booking and food ordering functionality with menu management features.