I spend my days putting AI to work, and my evenings building small tools.

Richmond, Virginia

Marine Corps sergeant, then computer science and statistics at Columbia, then six years as a data scientist at Meta.

In 2024 I founded Monument Labs, a small studio that spent two years shipping AI products for real workflows and now keeps them running for the people who use them.

Today I work on AI strategy and architecture inside a large enterprise.

Still building.

About Kyle

ISelected WorkEight ventures.

Small tools,kept running.

Monument Labs

A small software studio I founded in 2024. For two years it shipped AI products for real workflows. Today it keeps those products online and looked after for the people who use them.

Margin

Modern data science workbench with cloud notebooks and AI assistance that keeps analysis connected from source to stakeholder.

Daylight

AI-powered evidence platform for custody cases. Record voice notes, upload screenshots, and get a court-ready timeline built for you.

Index

Call CompassAI-powered QA that reduces call evaluation time by 80%, helping call centers score conversations at scale.RiffA customer discovery engine that transforms user interviews into structured, searchable insights.Clean MarkdownA free, private markdown editor in your browser. Write in WYSIWYG, export to PDF, Word, or HTML. No account, nothing uploaded.AraA platform that transforms data scientists' analyses into compelling visual stories.Rock River ResearchExitedA UK-based consulting firm specializing in AI integration for enterprise executives.

IIWriting and Talks

One essay, one tool, four talks.

A scroll-through explanation of MCMC, a VS Code theme generator, and four talks on building full products with AI.

Interactive essay

I spend my days putting AI to work, and my evenings building small tools.

Small tools,kept running.

Metropolis-Hastings MCMC

Theme Generator

Vibe Coding Workshop

Vibe Coding Your MVP

Vibe Coding: Building Full Products Without Looking at Code

Vibe Coding Jam