Data, Machine Learning, and the Web
Exploring the intersection of mathematics, machine learning, and web engineering. This portfolio showcases experiments, production builds, and essays across domains: organizational network analysis, generative visuals, simulations, and developer tooling.
Featured Projects
Organizational Network Analysis
Meeting Patterns & Social Graph Mining
LLM‑Generated Summaries, Visualized as Trees
Ode to Conway's Classic
Latest Work
- projectBook Knowledge TreesTransforms LLM‑generated book outlines into color‑coded knowledge trees using Python, NetworkX, and Matplotlib.
- publicationLLM Evals: Unpacking Performance Across Key Capabilities
- projectOrganizational Network AnalysisAdvanced network analysis of organizational meeting patterns using graph theory to identify collaboration clusters and recommend connections.
- projectGame of LifeHexagonal, continuous-state Life: cells spawn, fade, or die via neighbor averages, yielding organic oscillations and loops.
- projectSentiment Analysis ExtensionChrome Extension that calculates the emotional sentiment of a webpage's text content.
- projectIllustrating IrrationalityHow some numbers are more irrational than others, visually represented as spirals.
- projectRust WebAssembly Build EnvironmentDocker-based build environment for reproducible Rust-to-WebAssembly compilation using stable Ubuntu toolchain and optimized bytecode generation.
- projectArtificial ImpressionismTraining a deep neural network model to create machine-generated art by transferring painting styles to photography.
All Projects
Organizational Network Analysis
Meeting Patterns & Social Graph Mining
LLM‑Generated Summaries, Visualized as Trees
Ode to Conway's Classic
Artistic Style Transfer
A Chess-Based Algorithm Challenge
Simulate Chain + Anchor
Visualizing Emotional Sentiment
Interactive Branching Fractals
Recursive Tree Generation
Spirals Visualization
Interactive Knowledge Graph
Rust WebAssembly Build Environment
Containerized Compilation Pipeline
JumpSquad - Whistler Hackathon
Augmented Reality inside Ski Goggles
Static Site Build System
Collaborate
Need an experienced partner for LLM agents, ML Ops, or specialized analytics work? I deliver prototypes, audits, and production rollouts. Contact me via a social below.