CV

University of Bristol

BEng Computer Science and Electronics

Newcastle University

International Foundation Year. Top 5% of the cohort.

Mathematics 1 and 2, Principles of Computing, Study Skills and ICT, English for Academic Purposes.

Delia School of Canada

Ontario curriculum. Calculus and Vectors, Financial Accounting Fundamentals, Business Leadership: Management Fundamentals.

VDBC-Mamba-2: Visual-Delta Band Conditioning for Causal Audio-Visual Speech Enhancement

B. Hou. Single-author preprint, submitted to IEEE ICASSP 2027.

Paper · Code · BibTeX

Integrated Market Risk Monitor: VaR and Machine Learning

Four one-day VaR forecasts for SPY, backtested on 2023–2025 data using only past information.

HMM Market Regime Detection

Market regimes from a Gaussian HMM with forward filtering, tested as state-conditional VaR on ten assets.

Causal Audio-Visual Speech Enhancement with Mamba

University of Bristol final-year group project. Co-led a six-person team. Supervised by Dr F. Karameh.

Houmoon Ltd.

Founder. AI wellbeing app built with React Native and Firebase, tested internally by about 100 people. The company was dissolved in May 2026 before any public release.

Shenzhen Yingjia Investment Consulting Co., Ltd.

Investment Analyst (part-time) since June 2025. Portfolio Assistant (part-time) from November 2023 to May 2025.

Responsible for RMB 500,000 and HKD 500,000 of investment capital. Kept trade and position records, prepared weekly summaries of profit and loss, drawdown and exposure, and applied position-sizing and stop-loss checks.