Startup or product role
Discuss a hands-on product opportunity where I can help build, learn, and create meaningful change.
Start this conversation ↗Contact
Bring me the problem that does not fit neatly into a roadmap.
The most useful first message explains the context, the decision or outcome that matters, who is involved, and why now.
Tampa Bay · Open to aligned opportunitiesSend a message
Tell me what you are building—or what needs to change.
I am especially interested in startup teams, hands-on product work, trustworthy AI, research collaboration, and problems where I can help create meaningful change.
linkedin.com/in/link2eedaChoose the conversation
Start with intent. Add enough context to make the next step useful.
Research collaboration
Explore work on sycophancy, truthfulness, evaluation, governance, or human-centered AI.
Start this conversation ↗Speaking
Invite me for a keynote, workshop, panel, podcast, or working session.
Start this conversation ↗Advisory
Discuss a bounded product, AI governance, or organizational transformation problem.
Start this conversation ↗Before you write
Need to find the most relevant evidence first?
Ask the site-grounded guide about my operating approach, the Yarsa transformation, trustworthy AI research, or speaking themes.
Professional profile
Connect on LinkedIn.
For a short introduction or professional network connection, use my LinkedIn profile.
Open LinkedInMessages are used only to evaluate and respond to the inquiry. Please do not include confidential employer data, sensitive personal information, or proprietary materials in an initial message.