A reflection on feedback loops, constraint management, and why classrooms are operational systems rather than simple delivery mechanisms.
Biology • Learning • Strategy
Scientist, teacher, and systems thinker.
Just your average brown skinned man with a Ph.D. trying to make sense of life, work, and systems while actively living through them.
Featured writing
A practical map of the overlap between experimental reasoning, prioritization, ambiguity tolerance, and decision quality.
Core areas
Essays, notes, and stories about figuring things out.
Curriculum design, educational systems, practical builds, and case-study style work.
Musings of my mind.
I do have a Ph.D, afterall. My AP Biology class average score on the 2026 AP Biology exam ws a 4.67/5. Not too shabby!
A short overview of my background, interests, and the purpose of this site.