Ramona C. Truta
Hi, I’m Ramona, an Independent Researcher, Solutions Architect and Educator. I bring over 20 years of rigorous database engineering experience to the world of AI; my current focus is on System Integrity—applying the strict determinism of data engineering to the probabilistic nature of AI Agents. More to the point, I build instruments that measure whether database and AI agents do, and then publish the experiment alongside the result. In that way, you can reproduce it or show me where I’m wrong. This site is built the same way: generated from data, and the build fails on an unknown tag, a broken anchor, or an unregistered number.
“Ramona Truta is a true powerhouse behind this book. Her reviews were remarkably insightful and accurate. I even created an AI reviewer named ‘Ramona’ to assist with the editing process, though even the AI fell short—because Ramona Truta is truly a one-of-a-kind genius and inspiration.”
Joe Reis, acknowledgements — Mixed Model Arts
13 testimonials from students, engineers and faculty →
- Work — Database benchmarking, AI security, agent evaluation, system integrity, and retrieval accuracy. Where the work is public, the experiment is attached.
- Teaching — Teaching philosophy, course design, student testimonials, materials, and academic leadership.
- Speaking — Conference talks and podcast appearances, as guest and as guest host.
- Writing — Essays on data modeling, AI evaluation, security and the people using these systems. Each piece published with its repository when there is one.
- Index — Every tag used on this site, and all the work it points to.
- Contact — Open to consulting, contracting, project scoping & development, speaking engagements, research advisory, and conversations that don't have a job attached.