About Me
PhD Researcher · ML Engineer · Founder
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I am a Machine Learning Engineer and PhD candidate at Maynooth University, Ireland, specialising in real-time audio processing, ensemble prediction, and low-latency algorithm design. My work bridges the gap between academic research and production-ready systems — I don't just build models that work in notebooks; I build systems that work in the real world.
I am bilingual in English and Mandarin Chinese, and I bring a cross-cultural perspective shaped by living and working across three continents.
Quick Facts
Current Position PhD Candidate, Computer Science — Maynooth University
Company Founder, Intonation Labs Pte. Ltd. (Singapore)
Research Focus Real-Time Audio AI, Ensemble ML, Low-Latency Algorithms
PhD Supervisor Prof. Joseph Timoney, Prof. Damian Kéller
Expected Completion December 2026
Languages English (Bilingual) · Mandarin Chinese (Bilingual)
Location Dublin, Ireland (Relocating to Singapore, 2026)
My Journey
2023 – December 2026
PhD in Computer Science — Maynooth University
Researching real-time web-based Just Intonation tuning algorithms. Built and deployed Instant Harmonies, a production-grade ML system for real-time music analysis. Published two papers in the Ubimus Journal. Supervised by Prof. Joseph Timoney.
2025 – Present
Founded Intonation Labs Pte. Ltd.
Registered in Singapore. Dual-engine business model: specialist ML consulting for startups and SMEs, and development of HarmoniAI, an AI-powered music coaching platform.
September 2025 – Present
Technology Engineer — Ubimus Conference
Supporting technical infrastructure for the Ubiquitous Music research community.
2022 – 2023
Firmware Test Engineer — Xunison, Ireland
Tested and validated firmware for IoT home gateway devices. Gained production engineering experience in a fast-paced hardware/software environment.
2021 – 2022
Higher Diploma, Software Development — Maynooth University
First Class Honours. Coursework in data structures & algorithms, database systems, web development, and software engineering.
2015 – 2020
B.A. Psychology — University of California, Davis
Minor in Economics. Developed strong foundations in research methodology, statistical analysis, and experimental design.
Beyond Research
When I'm not building ML systems or writing research papers, I'm a badminton fan — you'll often find me in badminton clubs in Dublin. I'm passionate about music (which inspired both my PhD and my company), and I enjoy exploring how technology can make high-quality music education accessible to everyone.
Having lived in Singapore, the United States, and Ireland, I value the perspectives that come from working across different cultures and disciplines. My unusual path from psychology to computer science gives me a strong appreciation for human-centred design in technical systems.
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