AI-augmented care-home management software: records, medications, compliance, QA, and risk assessments, with AI verification on a human-in-the-loop pattern. I own the architectural calls and how the platform gets deployed.
CareVue — full technical detail (Systems and deployment at Varpa Labs, 2026–present)
CareVue (carevue.ai) is an AI-supercharged, next-generation care-home management platform covering service-user records, medications, compliance, quality assurance, and risk assessments, with AI verification woven throughout via a robust human-in-the-loop pattern: AI generates, humans review and approve, and only approved data goes live. My role sits squarely on the systems side. I make the architectural decisions and own the entire deployment story end to end; other engineers write the application code while I am the one running it in production, an effectively backend-leaning DevOps and platform leadership role.
The stack is Next.js with tRPC against a Node.js API, currently hosted on Hetzner with a planned migration to DigitalOcean. Keywords: AI healthcare, clinical software, care-home management, human-in-the-loop AI, compliance, deployment, DevOps, SRE, infrastructure, Next.js, tRPC, Node.js, Hetzner, DigitalOcean.