2025
Predition markets outperform tradition polls and expert opinion in forecasting everything from elections to product launches. In my new short paper, I introduce a novel, accessible model that shows why: even with unequal wealth or imperfect decision‑making, market prices still reflect only the distribution of information in the crowd.
View Paper Here
2025
Through this incredible opportunity, my team and I collaborated with "Article 1" to deliver data-driven insights to supporting young people from working-class backgrounds, taking first place in the competition.
2025
Over the course of the summer period, I had the privilege to intern in Tokyo at the National Institute of Information and Communications Technology (NICT) as an Artificial Intelligence Researcher under the supervision of Takeshi Takahashi and Harry Chandra. The focus of my research was on boosting the performance of interpretable neural models for use in Cybersecurity and Finance, sectors for which interpretability is a necessity. This was a fantastic opportunity for me to build upon my established foundation in the field, as well as learn more about how cutting-edge AI is shaping our future.
2025
Developed a model to optimise the parameters of the Heston financial model using historical market data for exotic options pricing
2024
Founded and led university spaceflight society. Successfully launched high-altitude balloon payload reaching near-space, capturing stunning footage and scientific data.
2024
Produced original research on interpretable machine-learning models
Presented my findings at the ACSAC 40 Conference in Hawaii
Engaged in pivotal funding meetings, assisting in efforts to secure necessary funding for my department
Led the writing of a scientific paper detailing my research to become the company's youngest lead author
Introduced A-level students from underrepresented backgrounds to AI methods and practices
2024
Analyzed solar phenomena and coronal mass ejections using advanced computational methods at Durham University's Department of Physics.