# Kyle Johnson

> Personal site of Kyle Johnson: Marine Corps sergeant, Columbia computer science and statistics, six years as a data scientist at Meta, and founder of Monument Labs (2024), a small studio that ships AI products for real workflows. Today he works on AI strategy and architecture inside a large enterprise in Richmond, VA.

## Pages

- [Home](https://www.kylejohnson.ai/): Statement, selected work, and recent writing and talks
- [Work](https://www.kylejohnson.ai/work): Ventures and open source agent skills for Claude Code
- [Writing and Talks](https://www.kylejohnson.ai/writing): Interactive pieces, talks, and press
- [Blog](https://www.kylejohnson.ai/blog): Posts on AI experiments, starting with seven AIs playing Hold'em
- [About](https://www.kylejohnson.ai/about): Story, background, and reading list

## Ventures

- [Monument Labs](https://monumentlabs.io): A small software studio founded in 2024 that ships AI products for real workflows
- [Margin](https://www.marginfordata.com): Data science workbench with cloud notebooks and AI assistance that keeps analysis connected from source to stakeholder
- [Daylight](https://www.daylight.legal): AI evidence platform for custody cases. Voice notes and screenshots become a court-ready timeline
- [Call Compass](https://www.callcompass.io): AI QA that cuts call evaluation time by 80% for call centers
- [Riff](https://www.riffinsights.com): Customer discovery engine that turns user interviews into structured, searchable insights
- [Clean Markdown](https://www.cleanmarkdown.tools): Free, private markdown editor in the browser with PDF, Word, and HTML export
- [Ara](https://www.araforteams.com): Turns data scientists' analyses into visual stories
- [Rock River Research](https://www.rockriverresearch.co.uk/): UK consulting firm for AI integration with enterprise executives (exited)

## Interactive

- [AI poker night](https://www.kylejohnson.ai/blog/ai-poker-night): Seven AIs played Texas Hold'em on identical cards; step through their hands, watch five of them play live, or take a seat
- [Metropolis-Hastings MCMC](https://www.kylejohnson.ai/mcmc): Scroll-through walkthrough of Metropolis-Hastings sampling with an animated figure
- [Theme Generator](https://www.kylejohnson.ai/theme-generator): Generate a full VS Code color theme from a short prompt

## Talks

- [Vibe Coding Workshop](https://www.kylejohnson.ai/u_of_richmond_workshop): University of Richmond, October 2025
- [Vibe Coding Your MVP](https://docs.google.com/presentation/d/1pf3qhCjwsPWlL_f5dalpR0xJS6U4DQVhXbXCR_xwrkU/edit?usp=sharing): Lighthouse Network Founder Summit, September 2025
- [Vibe Coding: Building Full Products Without Looking at Code](https://docs.google.com/presentation/d/1YiIkF0fZ3zHbl2Sbty4Ms063IJ_iZZ2XH5MG6PGcvps/edit?usp=sharing): CarMax Richmond, June 2024
- [Vibe Coding Jam](https://www.kylejohnson.ai/u-of-r-blitz): University of Richmond Innovation Studio

## Agent skills

- [delegate](https://github.com/GKjohns/delegate): Pushes research, browser checks, and sprint work into sub-agents to keep the main context clean
- [pdf-corpus-investigator](https://github.com/GKjohns/pdf-corpus-investigator): Makes sense of large PDF dumps with cached OCR, a page index, and a standalone summary
- [port-webapp-to-lovable](https://github.com/GKjohns/port-webapp-to-lovable): Ports a web app into Lovable and proves parity with side-by-side screenshots
- [walkthrough-plan](https://github.com/GKjohns/walkthrough-plan): Turns a video walkthrough of a home into a room-by-room cleanup and redecoration plan
- [camera-portrait-edit](https://github.com/GKjohns/camera-portrait-edit): Takes a camera card to finished 4:5 Instagram portraits, all locally
- [logo-design](https://github.com/GKjohns/logo-design-skill): Draws five or more SVG logo concepts and ships the chosen one as a standalone file
- [install-openclaw-gcp](https://github.com/GKjohns/install-openclaw-gcp): Deploys an OpenClaw gateway on Google Cloud, reachable only through an SSH tunnel

## Contact

- [Book a call](https://calendly.com/kyledotai)
- [GitHub](https://github.com/GKjohns)
- [LinkedIn](https://www.linkedin.com/in/gkjohns)
- [X](https://twitter.com/kyledotai)

## Optional

- [Press: The R Prize, AI Ready RVA (2026)](https://www.youtube.com/watch?v=cYl487NqGJ0)
- [Press: Virginia Business, "Incubators help entrepreneurs determine viability" (June 2025)](https://virginiabusiness.com/virginia-startup-incubators-entrepreneur-support-stress-testing/)
- [Medium](https://medium.com/@gkjohns)