Projects

Regime-aware pairs trading research using HMM state detection, OU spreads, and microstructure filters across 2018-2024 backtests.

Portfolio research covering MPT, risk budgeting, Black-Litterman with shrinkage, and Monte Carlo analysis.

End-to-end audio classification pipeline with ResNet modeling, layer visualizations, and an interactive inference interface.

Ranking pipeline for extracting high-signal links from noisy sources using retrieval, filtering, and user-feedback loops.

From-scratch implementations of core deep learning components used to study optimization, backpropagation, and model behavior.

Low-light image enhancement experiments combining classical preprocessing and deep learning models.

Baseline NLP study on social text using classical feature engineering and logistic regression.

Local workspace application integrating notes, tasks, timers, and secure access patterns in a desktop workflow.

Local-first productivity tool focused on lightweight task capture and offline usability.

Utility for embedding encrypted messages inside image files.

Small data utility for transforming browser bookmarks into a Notion-ready import format.

Readable web edition of Peter Stephenson's Zsh Guide with a cleaner browsing experience.