Research · 2021
Fintech
Digital Transformation Roadmap
Synthesised a roadmap framework for digital transformation in banking and supported the fintech-lab start-up initiative.
Corporate
Built with
industry.
Consulting and analysis projects delivered with companies — from digital-transformation research to business-intelligence systems and competition briefs. Each carries its collaborators, corporate partner and funding.
01 — Projects
System · 2020–21
BI
Chemistry Database Intelligence
Visualised deodorant-composition metrics in Power BI and unified three data formats (Excel, SAP, LIMS) of hair-stability data into a common LIMS schema.
Brief · 2025
Top 1 · Cambridge
L'Oréal Brandstorm
Led a winning build for L'Oréal's flagship innovation competition — first place at the University of Cambridge.
Hackathon · 2024
Top 1 · Cambridge
Oliver Wyman Hackathon
First place at Cambridge in Oliver Wyman's consulting hackathon — a rapid analysis-and-strategy brief delivered against the clock.
Hackathon
Future of Work
KPMG Future of Work Hackathon
A build addressing the future of work — delivered for KPMG's hackathon brief on how organizations and workforces adapt to technological change.
Presentation
Cloud / AI
Presentation at AWS
Invited presentation at Amazon Web Services — sharing research on AI, machine learning and organizational innovation with an industry audience.
Consulting · 2022
Business Model
Business Model Consultant
Business-model innovation for supply-chain risk modelling at a German automotive-leasing company, with a focus on ESG regulation across the UK and US markets.
Academy · 2026
Quant Trading
Cambridge QRT Trading & Risk Management Academy
Developed and managed trading algorithms for the academy — submitting portfolio targets via SFTP and analysing daily P&L, risk and position reports to optimise strategies.
Academy · 2025
Market Making
Optiver Cambridge Trading Academy
Dual-listing strategies for market efficiency and liquidity, ETF-futures arbitrage across markets, and options market making — instrument correlation and limit-order placement.
Data Study · 2025
Data Science
Data Study Group 2025
Polished data-modelling capabilities at the Alan Turing Institute's 2025 Data Study Group — a collaborative, intensive applied data-science sprint.
Strategy · 2024–25
Multimodal ML
USD/JPY Multimodal ML Research
Weekly research on the USD/JPY pair using multimodal machine learning — designing a robust data pipeline and integrating insights into strategic decision-making with the data and algorithm team.
02 — Industrial Connections
Where the work meets practice
01 Financial Services & Trading
02 Consulting & Professional Services
03 Consumer Goods & Manufacturing
04 Technology & Cloud
