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.
Elegant Solutions To Complex Problems
I bring over 15 years of professional experience engineering data and machine learning systems—specializing in natural language processing and LLMs. I care about shipping intuitive solutions to complex problems: the kind that make teams faster, products smarter, and outcomes measurable.
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What I Do
- • LLM and agentic systems (retrieval, tool‑use, evals)
- • ML productization and MLOps (from prototype to prod)
- • Analytics workflow design and decision support
- • Architecture reviews, audits, and roadmap shaping
How I Work
- • Partner closely with your team and domain experts
- • Ship in small, validated increments (not science projects)
- • Favor clarity, observability, and measurable impact
- • Leave teams better with docs, patterns, and handoff
Work With Me
If you're exploring related work and need hands‑on help, I'm open to consulting and advisory. Contact me on LinkedIn.
Latest Work
- articleOnline Experiments with a Bayesian Lens
- projectBook Knowledge TreesTransforms LLM‑generated book outlines into color‑coded knowledge trees using Python, NetworkX, and Matplotlib.
- publicationLLM Evals: Unpacking Performance Across Key Capabilities
- articleArticle Press Demo
- 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.
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
If you're exploring related work and need hands‑on help, I'm open to consulting and advisory. Contact me on LinkedIn.











