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Writings & Research

Modeling Stock Market Volatility with Independent Economic Shocks: A Multivariate Stochastic Approach

Modeling Stock Market Volatility with Independent Economic Shocks: A Multivariate Stochastic Approach

When Markets Misbehave: A Student's Guide to Taming Volatility with Stochastic Processes

Nov 30, 20258 min
stochastic-processesGBMvolatility
Building LedgerGlass: Why I Built a Privacy-First Finance App for macOS, How It Works, and What’s Next

Building LedgerGlass: Why I Built a Privacy-First Finance App for macOS, How It Works, and What’s Next

From APIs to a Mac-native, privacy-first finance app: importing bank CSVs, on-device ML categorization, a color-coded Subscriptions Calendar, and a roadmap toward bank-statement reconciliation — all offline.

Sep 1, 20258 min
macosswiftuiswiftdata
LLM Evals: Building a Chess Benchmark

LLM Evals: Building a Chess Benchmark

What I learned building a provider-agnostic evaluation harness that pits LLMs against Stockfish with calibrated difficulty.

Jul 10, 20257 min
aievalschess
GeeGees Sports Platform — One Project, Three Engines

GeeGees Sports Platform — One Project, Three Engines

How I turned intramural chaos into a privacy-first stack—scraper → Rust API → Next.js hub—that makes uOttawa sports feel pro.

May 4, 20258 min
rustreactsports
NLP and Vision for Phishing Detection

NLP and Vision for Phishing Detection

Combining text and visual signals to robustly detect phishing attempts in the wild.

Oct 1, 20249 min
mlnlpsecurity