FSL Evidence Portfolio

My older brother EJ and I carried what happened to us in that house long after we left. We understood each other in a way only people who survived the same thing can. He made it to 50. He got a promotion. He felt overwhelmed and did what I had done - he asked for help. He went to his doctor. He was put on mental health medication. He noticed it did not feel right and said so. He called the office. He made an appointment. The office cancelled it. And cancelled it again. And cancelled it a third time. While he was on medication that was altering his neurochemistry, in a window of acute vulnerability that required urgency, the system sent him a cancellation notice. Three times.

On October 29, 2023 - six days after his 50th birthday - EJ shot himself.

I had sat in that psychiatrist’s chair and been told my absence was not her responsibility. EJ had made three appointments and been turned away every time. We came from the same house. We fought the same battles. We both reached for the same system. The difference in our outcomes was not effort. It was not willingness. It was not strength. It was a cancelled appointment. It was a doctor who decided follow-up was not her job.

EJ did not fail the system. The system failed EJ — specifically, precisely, and preventably. The gaps that killed him aren’t edge cases; they’re architectural features of a system designed around institutional convenience rather than human need. Future Systems Lab is the response: infrastructure that puts the person at the center of their own record, consent, and continuity of care. Behavioral health is the proving ground because it’s the hardest domain — the most regulated, the most identity-sensitive, the most consequential when systems fail. If the architecture holds here, it holds anywhere data sovereignty matters.

CENTRAL RESEARCH QUESTION

Can wallet-signed bilateral consent serve as a defensible governance primitive for sovereign behavioral health data?

One doctorate. Three necessary lenses: BUILD → PROVE → VALIDATE. Remove any one and the work does not stand: an unbuilt system, an unproven protocol, or an unvalidated deployment.

Peer-Reviewed Publication

Manuscript in preparation for Blockchain in Healthcare Today (BHTY), the first open-access peer-reviewed journal at the intersection of blockchain and healthcare. Submission in progress. Citation and access will be published here upon journal acceptance.

Live Demo Recording

Recorded July 12, 2026 — Sepolia testnet, simulated data.

Recorded July 12, 2026 — a participant connects via the EIP-6963 wallet picker, signs plain-language informed consent, completes a bilateral-stimulation Sovereign Exercise (bilateral stimulation — rhythmic, alternating left-right sensory engagement — is a technique widely discussed in published psychology literature for its calming, focus-settling effects; here it is taught as a self-guided educational exercise, not a clinical procedure), HNT mints to the participant (owner-signed, server-side) and the reward is recorded in the participant chart; the participant can add HNT to their wallet display via EIP-747 (wallet_watchAsset); the mint is independently verifiable on Sepolia Blockscout. Why this matters: the on-chain mint demonstrates verifiable engagement incentives — the contingency-management principle of rewarding verified behaviors, implemented here as an auditable, participant-owned token for educational engagement rather than a clinic-administered voucher. Educational rewards, not clinical treatment. View participant address on Blockscout →

Download recording (2.9 MB, mp4)

The doctoral scope is Phase 5 (bilateral consent capstone). Three parallel advisor tracks extend the architecture: ecosystem architecture + on-chain verification engineering (Dr. Bošković, primary advisor), consent formalization + formal access-control rigor (Dr. Ahn, co-advisor), and AI-driven intervention methodology + operational validation (Dr. Ghasemzadeh, co-advisor). The directions below are potential post-doctoral research, not committed builds.

Doctoral scope: bilateral dual-signature consent (Phase 5, capstone — Provisional 64/106,748). Primary advisor: Dr. Bošković (ecosystem architecture, Blockchain Research Lab). Co-advisors: Dr. Ahn (consent formalization), Dr. Ghasemzadeh (operational validation). The deployed system IS the research contribution.

• Curriculum Vitae Current
• Letter of Intent — ASU DEng Application Available
• Engagement Framework Available
• Decentralization Roadmap Published
• Peer-reviewed publication — in preparation Draft
• IRB Protocol Scaffold Planned

FUTURE VISION — NOT BUILT, NOT NEAR-TERM

Spaced-Repetition Learning Architecture in Immersive 3D/VR

Proposed. Four demos are deployed today across three tiers (L1 hypnosis-informed, L2 orthomolecular-informed ×2, L3 inner-child-informed), each ending in the same three-part structure: a documented side effect, an orthomolecular food and amino-acid association, and an inner-child stillness practice.

Extended across a full session library, that repeated structure produces spaced repetition and associative conditioning — the participant repeatedly links internal state to food, mood, amino-acid pathways, and embodied practice. The repetition is the pedagogy; the token reward reinforces it; the game wrapper keeps it experiential rather than clinical.

The proposed delivery is immersive 3D/VR rather than the current 2D interface — embodiment being central to the therapeutic modalities the framework encodes. Neither the expanded library nor VR delivery is built. The 27-session design catalog exists as a design artifact, not implemented.

This is behavioral-health learning architecture — Dr. Ghasemzadeh’s health-informatics domain. The four deployed demos establish the pattern; the expanded library, VR delivery, and the spaced-repetition pedagogical layer are the proposed research contribution his lab would shape.

Immersive 3D/VR Delivery of the Therapeutic Framework

future vision

The three modalities the framework encodes — hypnosis-informed induction, orthomolecular-informed education, and inner-child-informed integration — each depend on attention, embodiment, or spatial engagement. A 2D interface flattens all three.

Bilateral stimulation is the clearest example: its mechanism is spatial and bilateral by definition, and a VR environment can deliver it as designed rather than as approximation. The same reasoning extends to guided induction (immersive attentional control), nutritional education (embodied, situated learning), and inner-child work (presence and spatial memory).

Delivered on decentralized infrastructure, the session attestation, consent record, and encrypted artifacts remain participant-owned regardless of the rendering layer — the sovereignty architecture is orthogonal to the interface.

None of this is built. It is the direction the deployed framework points.

Regulatory Notice

This platform is an educational technology demonstration. It does not provide medical advice, diagnosis, or treatment. Content is for informational and research purposes only.

No protected health information is written on-chain. On-chain attestations contain only wallet addresses, cryptographic hashes, and timestamps. The system operates outside HIPAA regulatory scope by architectural design.

Mainnet requires security audit