Applied AI
Moving from adoption to coherence.
My work is focused squarely on where companies go after AI adoption → AI system cost and performance optimization.
I build the tools and systems that promote builder literacy. Non-technical teams and individual contributors understand what they're building with tools like Claude Code.
- Cost, performance & optimization: optimized tokens through proven system design
- Governance over sprawl: oversight and coherent design across agents and workflows
Research
Open research, applied.
We study LLM-mediated communication and build the evaluation frameworks that make AI trustworthy, and we publish what we learn.
- LLM-mediated communication
- Evaluation & reliability frameworks
- Field notes from real deployments
Workshops
Claude training for your whole team.
As Claude Community Ambassadors, we run hands-on workshops that take teams from curiosity to capability, tailored to your stack and your people.
- Claude for teams (half day)
- Agentic workflows (technical)
- Executive AI briefings (leadership)
Community · The AI Collective
Atlanta's AI community.
We founded and lead The AI Collective: the meetups, events, and practitioner network building Atlanta's AI scene.
- Monthly meetups & events
- 150+ practitioners & builders
- Talent, partners & collaboration
