Founder, Software Engineer, Leadership Facilitator, and Independent Researcher
I build quantitative systems and organizations, and I study how language, identity, context, and learning shape human performance and durable change.
OkBayat.com is a research and practice portfolio: a public record of what I am building, what I am asking, what evidence is available, where the limits are, and how the work changes.
What remains when the learning space disappears?
I am examining what allows learning, performance, identity, or group coordination to persist after the original course, facilitator, team, product, or supportive context is no longer present.
Read the current inquiry · View the research profile
Research direction
Active
What distinguishes durable transfer from change that depends on the original context?
Company
Active
How can quantitative systems, AI-assisted workflows, and a technical organization be built reliably?
Project
Active
How should a learning product distinguish activity, current performance, and durable learning?
Field project
Ongoing record
What can a learning group continue doing after the facilitator leaves the center?
An essay, research note, participant account, project record, and experiment report do not carry the same evidential weight. I try to distinguish published evidence, direct observation, participant self-report, interpretation, and open hypothesis—and to state what the available material cannot establish.