About Me

I am a final year Bachelor of Advanced Computing (Honours) student at the University of Sydney, majoring in Computational Data Science + Financial Mathematics and Statistics.

I currently work as an AI Research Assistant at the Sydney Artificial Intelligence Centre, focused on large language model calibration, uncertainty estimation, and trustworthiness. I have co-authored 3 research publications, including one as first author.

Languages

Python Java C++ SQL R Bash

AI / ML / LLM

PyTorch Transformers vLLM RAG Scikit-learn Prompt Engineering

Data & Quant

Pandas NumPy Statistics Option Pricing Portfolio Theory

Featured Work

Research and software

Research  ·  Sydney Artificial Intelligence Centre

Research Publications

  • 1st Author "Retrieval-Augmented Linguistic Calibration" — arXiv 2026
  • 2nd Author "Revisiting Uncertainty Estimation and Calibration of Large Language Models" — arXiv 2025
  • 2nd Author "Can Large Language Models Express Uncertainty Like Humans?" — arXiv 2025
View All Publications
Sharefolio Analyser ASX
Software  ·  Best Junior Undergraduate Project — Citadel Securities

Sharefolio

An investment portfolio management tool supporting international markets, available as a local desktop app for macOS.

View Project

Experience

Mar 2025 – Present

AI Research Assistant (Student Researcher)

Sydney Artificial Intelligence Centre, University of Sydney

Sep 2023 – Sep 2024

Sponsorship Director

Sydney Computing Society (SYNCS)

Dec 2022 – Dec 2023

Software Developer

Sydney Quant Traders (SQT)

View Full Resume