Combining AWS cloud engineering with generative-AI data-integrity expertise — evaluating and hardening the factuality of LLM output — to build reliable, high-availability systems and advance AgeTech for elderly care.
Available for Remote Consulting — Worldwide (Based in Japan, JST)
GenAI Data Integrity & LLM Evaluation
Technical Program / Project Delivery
Cloud Engineering (AWS)
Domain specialty: Elderly care / health-tech — running production apps (LINE, Alexa, IoT integrations). ITIL® 4-aligned service management.
Open to: contract roles (Upwork, SEEK & more) · recruiter & staffing agency placements · direct LinkedIn engagements. Free 30-min intro call — any timezone welcome.
Hands-on experience in defining strict non-functional requirements. Designing robust, scalable, and secure cloud environments with optimized cost structures and automated pipelines.
Certified PMP running large-scale initiatives through Agile frameworks. Governing source code with strict version control strategies to maintain high deployment velocity.
Evaluating the factuality, grounding, and alignment of large language models; multilingual (EN/JA) validation and hallucination mitigation to protect data integrity at scale — the same rigor behind my elderly-care AI research.
Demonstrating alignment with global engineering and rigorous delivery standards.
Certifications are held under an anonymized professional profile; verification details are available on request. Prefer proof over paper? Judge the engineering directly through the public code below.
Don't take the profile's word for it — the code is public. Live repositories with CI/CD pipelines, structured Git history, and shipped, running products.
A serverless, event-driven clinical decision-support system: AWS Lambda pipelines fold analog home-care logs, SwitchBot IoT, and weather data into a 25-column analytics schema. Git-managed with CI/CD.
A local-first care-record PWA — log a care session in under 10 seconds, no account required. Opt-in Amazon Cognito cloud backup and a live aggregated community widget.
Household medication logging by web app or Amazon Alexa voice. Next.js + Lambda + DynamoDB + CloudFront across multi-region AWS, with monthly PDF export and privacy-by-design tenant isolation.
Explore repositoryA powerful synthesis of advanced Computer Science fundamentals, software engineering methodologies, and high-level enterprise IT management.
Master of Science in Computer Science (M.S. CS)
Master of Science in Information Technology (MSIT)
The anonymized deep-dive technical resume highlighting end-to-end cloud deployments and enterprise metric delivery.
View Anonymized CVApplying context-aware anomaly detection and Generative AI to Parkinson's and elderly care — turning everyday home-care signals into clinician-ready insight, safely and with dignity for aging populations.
Reviewing for admission or collaboration? Read the full proposal — objective, research questions, method, and anonymized CV.
Access veai-projects.com/researchNavigating the distinct operational nodes of the deployment network.
VEAI LAB. operates across three pillars: consumer AgeTech products for the Japanese market (veai.jp), B2B cloud engineering & technical project management services (hire-veai.com), and doctoral-track research applying AI to elderly care — and ships free, open educational tools such as the Social OS Debugger.
Need a cloud or GenAI build shipped on time? Hands-on Technical Project Management — AWS- & PMP-certified, Agile from first sprint to release.
Consumer AgeTech apps and systems for elderly support, built for the Japanese market.
PhD proposal: smart-home monitoring for Parkinson's care — context-aware anomaly detection and Generative AI reporting, grounded in 10+ years of hands-on caregiving.
A free, open literacy tool that models society as a distributed system ("OS") and visualizes in real time how misinformation and governance failure cascade into collapse. No login — runs in the browser or installs as a PWA.