Research AssistantUniversity of Auckland
Mar – Jul 2025
Project: applications of machine learning to problems in
combinatorics and graph theory.
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Built and trained models in PyTorch end to end—data generation,
training loop, evaluation—on graph-theoretic search problems.
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Surveyed current literature on ML-guided conjecture search and
neural approaches to combinatorial optimisation.
- Presented findings to the mathematics faculty.
Graduate Teaching AssistantUniversity of Auckland
2020 – 2024 Ran small-group tutorials across undergraduate mathematics courses.
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Taught over 300 students, explaining technical material to
mixed-ability audiences.
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Marked assignments to a consistent standard and gave written
feedback under deadline.
Software Developer InternBiomatters Ltd
2017 – 2018
Built a front-end web application for exploring DNA sequences and
associated genetic data.
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Rendered and navigated datasets of up to billions of data points,
designing for responsive interaction at scale.
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Worked in TypeScript and Scala against REST APIs, in an Agile team
of 2–3 delivering to client specifications.
Private Mathematics Tutor
2019 – 2025
Ran an independent tutoring practice for 20+ secondary and
university students, handling lesson planning, scheduling and client
relationships alongside the teaching itself.