Intellectual property, research and working prototypes.
My current work follows a simple principle: a system should not act only because it can. This research led to the Time Eligibility Protocol — a mathematical framework exploring regulation, timing and decision architecture across biological and artificial systems.
Some ideas are easier to feel than to explain.
The essence of TEP — the moment between action and reaction, where a human life and a system meet. Not everything needs to happen. What matters becomes visible.
Clinical proof of concept
A working prototype demonstrating TEP’s early-warning capability on glucose data. Validated on continuous glucose monitoring (CGM) data from 109 Type 2 diabetes patients and designed to identify risk trajectories while values still appear within normal ranges. In practice, it is an early-warning layer for medicine — reading the history of a signal to flag risk before the numbers move, giving clinicians time to act.
Live research demo
A live demonstration comparing two AI agents operating side by side — a standard reactive architecture and a TEP-regulated architecture. The prototype shows the effect of introducing a regulatory layer before generation: more coherent responses and reduced hallucinations. The same layer can be applied across multi-agent systems, AI applications and large language models.
Human regulation & wellbeing
A prototype designed to estimate readiness before action. It reads the body’s regulation through stress — drawing signals from the eyes, the heart and the conversation itself — to answer one human question: can I hold what I am about to do, right now? The concept is complete, and can be shaped into many applications: readiness to learn, readiness to perform, and the capacity to make sound decisions in the moment.
Financial infrastructure
A working fintech application built around a simple principle: money should find people, not accounts. It transforms an email address or phone number into a financial address, letting the recipient decide where funds are received. It runs today on a sandbox environment — fully built, not yet live. Within it, TEP acts as the security gate and as a distinct routing protocol.
Methodology
The conceptual and methodological foundation underlying TEP. SDK explores how principles observed in human regulation can be translated into decision systems, intelligent technologies and future human-centred architectures.
thisaccessis.limited
A framework exploring the intersection of technology and human-centred innovation.
Wherever there is data, there is hidden stress — and it can be read.
TEP is the layer that reads it: in health care, in artificial intelligence, in finance, in wellness, in cybersecurity, in smart cities — in any system whose “health” depends not only on what happens, but on when it happens. Wherever a system carries hidden stress or hidden debt, that history can be read before it breaks the surface.