Ryan Tan Jun Xiong

For my latest CV, feel free to reach out to me on Linkedin.

Education

University of Warwick

Sep 2026

MSc Statistics

Grade: Not yet available

Coventry, United Kingdom

Bayesian Statistics, Machine Learning, Stochastic Control

National University of Singapore (NUS)

May 2025

BSc in Business Analytics with Honours

Grade: Upper Second Class (Distinction)

Singapore

Data Structures and Algorithms, Object-Oriented Programming, Machine Learning, Computational Statistics

Experience

Bastion Trading

Proprietary Trading Firm

Jul 2025 – Sep 2025

Quant Intern

Singapore

Maven11

Digital Asset Hedge Fund

Sep 2023 – Jun 2025

Data Analyst Intern

Amsterdam, The Netherlands

Stablecorp

Stablecoin Payment Infrastructure

Aug 2022 – Jul 2023

Data Analyst Intern

Toronto, Canada

Projects

Kaggle Machine Learning

Kaggle

2025

Machine Learning

  • Competed in DRW Crypto Market Prediction achieving 0.050 correlation score using LGBMRegressor.
Supply Chain Classifier

Automated Supply Chain Aggregator

2024–2025

Large Language Model (LLM), NLP
Market-Cap Weighted RSI Strategy

Market-Cap Weighted RSI Strategy

2023–2024

Backtesting, PyPortfolioOpt

  • Engineered event-driven backtester for market-cap weighted RSI mean-reversion strategy on technology stocks.
Stochastic Modeling of Digital Asset Perpetual Futures

Stochastic Modeling of Digital Asset Perpetual Futures

2024–2025

Monte Carlo

  • Implemented stochastic Monte Carlo simulations to model funding-rate dynamics for digital-asset perpetual futures, quantifying expected returns and funding-fee impact on P&L.
  • Backtests and simulations showed an extrapolated +46% return (95th/5th percentiles ≈ +200% / -20%), mean fees ≈ $676 ± $162, and a ~0.85% liquidation risk.

Extra-Curriculars

  • ETHWaterloo2023 — $3,000 USD (Partner prize)
  • NUS Venture Initiation Programme — up to $10,000 SGD (selected)