Turning Uncertainty Into Structure: A New Discovery In Progress
Recently, I uncovered what I believe is a universal four-stage pattern for how information and energy create order. I’ve already tested it against physics, biology and psychology models, and so far it holds. My goal now is to study it rigorously, share it openly, and see how it can help Ai, science and education.
Early-stage research. Now inviting collaboration, peer review and funding proposals

Early-stage research. Now inviting collaboration, peer review and funding proposals
Turning Uncertainty Into Structure: A New Discovery In Progress
Recently, I uncovered what I believe is a universal four-stage pattern for how information and energy create order. I’ve already tested it against physics, biology and psychology models, and so far it holds. My goal now is to study it rigorously, share it openly, and see how it can help Ai, science and education.
My Projects


My Projects
The First Pattern™ Map



TypeScience.ai
Objective Personality Ai Typing Bot
An AI system built to apply The First Pattern™ in practice by classifying your 512-type in the Objective Personality model. I'm creating machine learning to analyze text, facial cues, audio/video features, and sentiment from over 1,000 professionally typed cases. Interested in collaborating? Let’s talk.



My Story

Since my early 20s, I have been deeply interested in psychology, education, and business. These three areas shaped my journey, beginning with my bachelor’s degree in Psychology and minor in Education at UC Irvine, then mentoring students in college, serving with AmeriCorps in Los Angeles, and teaching English abroad. I initially planned to become a school principal, but I discovered that I loved innovation and having the freedom to create systems of my own.
Over time, I built and sold multiple websites, led large Facebook communities focused on personality psychology, and created programs that helped hundreds of people grow and connect.
Those experiences led to my current work, which centers on three main projects:
The First Pattern (TFP): a four-stage map that turns uncertainty into structure, acting as a potential bridge between objective reality and subjective human experience.
TypeScience.ai: a personality assessment platform inspired by the 16personalities.com model but rooted in deeper, data-driven insights.
The Objective Personality AI Typing Bot: a machine learning tool that identifies personality types from text, audio, and video data.
While my primary mission is to share TFP with the world and encourage research using this framework, the AI Typing Bot plays a critical role. It’s more than a practical tool. it’s essentially one of the best ways to test and validate TFP. Because TFP is built on the principles of modern personality psychology, gathering accurate, large-scale data helps refine and confirm the framework.
Want to join me in this mission? I’d love to hear your ideas and explore how we can collaborate.
Feel free to connect on Facebook or shoot me an email.