Corporate
Projects
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Cambridge QRT Trading and Risk Management Academy 2026
Developed and managed trading algorithms, submitting portfolio targets and analysing daily P&L, risk and position reports.
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Optiver Cambridge Trading Academy 2025
Dual-listing and ETF–futures arbitrage strategies, and options market making.
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L'Oréal Brandstorm 2025
First place at the University of Cambridge in L'Oréal's innovation competition.
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Data Study Group 2025
Applied data-science sprint at the Alan Turing Institute.
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USD/JPY Multimodal Machine-Learning Research 2024–25
Weekly research on the USD/JPY pair using multimodal machine learning, with a data pipeline feeding the strategy team.
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Oliver Wyman Hackathon 2024
First place at the University of Cambridge in Oliver Wyman's consulting hackathon.
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KPMG Future of Work Hackathon
A strategy brief on how organizations and workforces adapt to technological change.
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Presentation at Amazon Web Services
Invited talk on AI, machine learning and organizational innovation.
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Business Model Consulting 2022
Business-model innovation for supply-chain risk modelling at a German automotive-leasing company, with a focus on ESG regulation in the UK and US.
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Digital Transformation Roadmap 2021
A roadmap framework for digital transformation in banking, supporting the launch of a fintech lab with Lingang Group.
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Chemistry Database Intelligence 2020–21
Power BI dashboards for deodorant-composition metrics and a unified LIMS schema for hair-stability data.


















