VEAI-LAB.
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Hands-on delivery — not advisory slideware. An AWS- and PMP-certified Technical Project Manager who ships cloud-engineering projects on time, Agile from first sprint to release — with hands-on GenAI data-quality expertise.
Hands-on project leadership for technically demanding builds — where cloud architecture, Agile governance, and applied AI actually have to ship.
End-to-end delivery of cloud-engineering projects: architecture-aware planning, delivery governance, risk and stakeholder management, and release discipline. AWS-backed, so plans hold up against real infrastructure.
Run your build as a disciplined Agile program: sprint governance, backlog and velocity management, and testable release loops. Certified in Scrum (PSM II, PSPO II) and Agile PM (PMI-ACP) — practiced, not theoretical.
Hands-on evaluation of LLM output — factuality, grounding, and alignment — with multilingual (EN/JA) validation to reduce hallucinations and protect data integrity. As a senior (Level III) GenAI data-quality analyst, I focus on making model outputs trustworthy at scale.
The certifications set the standard; shipped products prove the execution. These are real, live systems built and delivered under VEAI LAB.
Shipped consumer AgeTech apps and assistive IoT products for the Japanese market — a portfolio of delivered products, not prototypes.
Visit veai.jp → Engineering PortfolioThe technical portfolio and open-source proof of work (ParkinSync, Social OS Debugger) with public code, CI/CD, and cloud delivery.
View portfolio → Applied R&DDoctoral-track research on IoT + GenAI for care, and a live GenAI factuality-check project — the basis for our GenAI data-quality capability.
Read more →Deep dives into real delivery decisions on production, health-adjacent systems — the architecture, the trade-offs, and the honest limitations. Public code and issues behind every one.
Evaluating large-language-model output on three axes — factuality, grounding, and alignment — with multilingual (EN/JA) validation to reduce hallucinations at scale. Senior (Level III) data-quality analyst work, shown NDA-safe.
Read case study → Cloud / Serverless OpsA health-safety Lambda had silently drifted from main. I proved the divergence with a read-only export and hash, blocked the regression, and reconciled it under review — never touching production data.
A family that needs zero-login and offline, and a facility that needs authenticated, isolated data — one system bridged by a capability code, hardened through a real pilot safety gate.
Read case study → Identity / SecurityMaking a live single-household skill safe for invited households — a fail-closed identity boundary behind a feature flag, so the family relying on it daily was never at risk.
Read case study →A stack of verifiable certifications across cloud, project management, and Agile — the standards your delivery is held to.
AWS Cloud
AWS AI
PMP®
PMI-ACP®
Scrum Master II
Product Owner II
DA Senior
DA Value StreamAlso: AWS Solutions Architect – Associate (in progress) · ITIL® 4 Managing Professional
Certifications are held under an anonymized professional profile; verification details are available on request during engagement scoping.
How we think, in writing — engineering stories from our own production systems. The same judgment and discipline we bring to client work.
An ACM certificate blocked by a CAA policy, and a GitHub OIDC subject claim that didn't match the docs — diagnosed, fixed, and written down for the next engineer.
Read the story → Engineering JudgmentWe shipped the full-automation prototype, measured it, and threw it away. Knowing what not to build — and proving it with data — is the judgment clients actually buy.
Read the story → Architecture Case StudyA serverless AWS pipeline (S3, Lambda, Textract, EventBridge) that respects a non-negotiable constraint: the humans who wrote the records must be able to verify them.
Read the story → Project ManagementUser stories with acceptance criteria, 99 auditable issues, and governed AI delegation — project management a client can inspect without asking.
Read the story →A 30-minute call to scope your cloud, Agile, or GenAI initiative and see whether hands-on VEAI LAB project management is the right fit. No obligation.
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