Causal Audio-Visual Speech Enhancement with Mamba
Co-led a six-person Bristol project on causal audio-visual speech enhancement with a Mamba backbone.
Projects
Selected projects and experiments.
2026
2025
HMM Market Regime Detection
Market regimes from a Gaussian HMM with forward filtering, tested as state-conditional VaR on ten assets.
Integrated Market Risk Monitor: VaR and Machine Learning
Four one-day VaR forecasts for SPY, backtested on 2023–2025 data using only past information.
2024
Houmoon
An AI wellbeing app, tested with about 100 internal users and closed in 2026 before any public release.
Upcoming
Living Through History
A planned experiment in learning from a historical timeline without seeing the future.