The Story Behind
This Practice

From Nuclear Physics to Psychometrics: A Career in Measurement

My first doctorate was in experimental nuclear physics. My second, earned summa cum laude at Rutgers, was in statistical psychometric methods. The common thread is measurement: learning what you can honestly claim from data, and what you can't.

Physics trained me to take systematic error seriously and to treat a well-designed experiment as a form of argument. I published in Physical Review Letters, and then went looking for harder measurement problems: the human ones.

Psychometrics is where I found them. My dissertation applied Monte Carlo methods to the problem of measuring things you can never directly observe, like cognition, personality, and intelligence, and was published in Statistics in Medicine. Latent variable modeling, Item Response Theory, and Bayesian methods are the working tools of that trade.

Everything I teach about AI runs on that same discipline, because most confusion about AI is, at bottom, confusion about measurement: mistaking fluency for competence, benchmarks for understanding, confidence for accuracy.

Three Decades in Classrooms, Gyms, and Conference Rooms

I have been teaching for thirty years: high school physics and statistics, university instruction, Model UN coaching, wrestling. The lesson that repeats everywhere is that people transform when their understanding of themselves changes, and rarely before.

The clearest early proof came from a wrestling team that had stopped believing it could win. We didn't train harder. We changed how they understood themselves as learners and competitors, and they became district champions. Everything I've taught since has deepened that observation.

Along the way I coached students to Best Delegation honors at Harvard MUN and NAIMUN, and published MUN-E, a youth leadership manual on structured discourse, social intelligence, and diplomatic persuasion. Mindwright is the same work, pointed at the AI era.

AI at the Frontier of Clinical Data Science

I lead AI/ML and research at Bitscopic, building clinical intelligence systems in an environment where a flawed model has clinical consequences.

The work extracts actionable insight from complex electronic health record data: genomics, infection surveillance, outbreak detection, biobank management. The problems are hard, the data is messy, and the stakes are real.

Working with these systems daily keeps me honest about what they can reliably do and where they systematically fail. When I talk about AI, it's from the operator's chair rather than the commentary box.

I also write the pseudonymous project PhD2Pro (as Ignis Spindler), on the gap between academic training and professional fluency, a translation problem that has shaped every phase of my career.

Thirty Years of Contemplative Practice

I started meditating at fifteen. Thirty years later, the practice spans multiple traditions and includes QiGong, Tai Chi (a push hands gold medal at the NYC U.S. Open), and ordination as a minister in the Order of Melchizedek.

This matters for the work because discernment lives in the nervous system as much as in the intellect. A challenged belief registers in the body before the mind has finished forming its rebuttal, and practices that train the relationship between sensation, emotion, and conceptual clarity produce a kind of knowing that reading alone can't.

So the aim of the Mindwright practice is a more integrated person: someone who can think clearly, feel accurately, and act with integrity under pressure.

The Mission in Plain Language

Cognition itself is becoming economically and technologically manipulated at scale, and the future arriving around us is stranger and less predictable than anyone's plan for it. People need disciplined discernment, adaptive thinking, and a psychologically grounded way of working with AI. Helping them build that is the whole mission.

A mindwright is a craftsperson of minds, in the old sense of the word: someone who works with care, skill, and attention to the nature of the material. A wheelwright builds wheels that bear real weight. A mindwright builds thinkers who can bear the cognitive weight of this era.

What I offer is a systematic practice for keeping your epistemic sovereignty: knowing your own mind, trusting your own discernment, updating under genuine evidence, and holding your frame against the sustained pressure of systems designed to dissolve it.

I built it from the tools I trust, the measurement discipline, the teaching, the AI research, the contemplative training, and from decades of watching people transform once they're given the right ones. The work is about holding frame.