- Citadel Europe Trading Invitational → Top 5 (70 finalists from 4,000+ applicants)
- WorldQuant International Quant Championship → Top 3 in UK (4,000 UK / 40,000+ worldwide)
- Imperial College Algothon, Man Group track → Top 3 (230 selected from 700+ applicants)
- Quadrature Fullhouse Hackathon → algorithmic poker, 400+ entrants (Jun 2026, result pending)
- Thesis: Decision Focused Learning (End-to-End) for Portfolio Optimisation
- Specialisation: Quantitative Finance
- Thesis: Computational Modelling and Analysis of VanA- and VanB-Type VanS/VanR Two-Component Systems
- Specialisation: Computational Biology

