The Constellation

Experience

poems traced between bright hours

  1. Honours Research · Agent Memory

    University of Technology Sydney (UTS)

    Feb 2026present · Sydney, Australia

    • Researching conflict resolution for agent memory: how a system should answer questions when the facts it has stored contradict one another, across single-hop and multi-hop question answering.
    • Evaluating retrieval, RAG, and memory-agent baselines to build a failure taxonomy, then a pipeline that detects and reasons over conflicting facts, with the multi-hop split (FC-MH) as the main target.
    • research
    • NLP
    • LLMs
    • agents
  2. Machine Learning Summer School

    Amazon

    Jun 2024Jul 2024 · Remote

    • Selected for Amazon's Machine Learning Summer School, an intensive program led by Amazon scientists.
    • Deepened foundations across supervised learning, deep learning, and applied ML on real problems.
    • program
    • machine learning
  3. Machine Learning & Deep Learning Specializations

    DeepLearning.AI · Coursera

    Jan 2024Aug 2024 · Remote

    • Completed both specializations (Andrew Ng), from optimisation fundamentals through modern neural architectures.
    • program
    • deep learning