Expertise
The value is not one layer. It is the whole product system.
The products in this portfolio require resident-facing apps, parent apps, teacher tools, admin dashboards, subscription systems, AI features, audit trails, background jobs, launch operations, and support paths.
Frontend across every surface
Production web apps, admin dashboards, native iOS, native Android, responsive marketing sites, and mobile-first product flows.
Backend product systems
FastAPI services, PostgreSQL schemas, async workers, payment webhooks, push pipelines, tenant scoping, and operational APIs.
Applied AI features
Course-aware assistants, Catholic parenting guidance, school pulse summaries, bounded model context, AI draft workflows, verification gates, and usage governance.
Security and compliance
HttpOnly auth, CSRF, RBAC, audit logs, passkeys, SSO, privacy-first analytics, FERPA/COPPA-aware design, and production hardening.
Product operations
Admin tooling, launch playbooks, release checklists, test suites, observability, role design, content workflows, and support surfaces.
Verification culture
Unit, integration, E2E, iOS, backend, security regression, and workflow tests shaped around real product risk.