About

Senior Analyst at Deloitte. Independent quantitative researcher focused on market microstructure, neural architectures for financial time series, and systematic trading.

By day, I work across financial due diligence, business performance reviews, and financial modelling for clients in TMT, Energy, Industrials, and Consumer sectors. By night, I build and test quantitative trading systems on live markets.

My research sits at the intersection of applied statistics and real-time execution. I am interested in questions like: how fast does edge decay at the tick level? Can state-space models replace Transformers for financial sequences? Which cross-asset relationships survive multi-year stability testing? All studies published here are empirical, grounded in live market data, and tested under realistic execution constraints.

Background

Senior Analyst

Deloitte

2024 – Present

ICAEW ACA (in progress)

Institute of Chartered Accountants in England and Wales

Certificate Level: 6/6 first-time passes · Professional Level: 6/6 first-time passes

2024 – 2026

B.Sc. (Hons) Banking and Finance

University of the West of England, Bristol

2:1 · Dean's List (top 10%)

2020 – 2024

Research Interests

Market MicrostructureTick-Level Price DynamicsState-Space Models (Mamba/SSM)Neural Architecture DesignCross-Asset Signal ExtractionFeature EngineeringTime-Series ForecastingSystematic Trading

Publications

The Analysis of Technical Trading Strategies in Developed and Emerging Stock Markets

University of the West of England · 2024

A Neural Meta-Policy for Gold Trading

Independent Research · 2025 – 2026