I’m building a mobile app for metabolic nutrition and longevity with two user journeys: 1. guided weight management (“reach and maintain healthy weight”) 2. nutrition support for patients using GLP-1 medications (focus on preventing insufficient intake and supporting nutritional quality). Phase 1 (launch ASAP): • Mobile app (iOS/Android) with onboarding, daily dashboard, food logging (text-based), weekly check-ins, resources hub • AI Coach chat (assistive, non-prescriptive) • AI plan drafting (template-based, drafts that can be approved/edited by a nutritionist/coach) • Coach/Admin web panel (user list, check-in summary, plan editor, messaging) • Clinic/Doctor light panel (invite codes, patient list, weekly PDF report) • GDPR-compliant data handling (consents, privacy/cookie policies, secure storage) Phase 2 (after MVP validation): • Advanced clinic console, triage workflows, richer reporting, audit trail/versioning, medical-grade readiness • Foundation for future “software as a medical device” pathway (not required in Phase 1, but architecture should be scalable) What I’m looking for: • Strong product/UX thinking + engineering execution • Experience with mobile apps + backend + admin dashboards • Experience integrating AI chat + structured AI outputs safely (guardrails) • GDPR awareness for health-related data Please include in your proposal: 1. Similar apps/projects you built (links/screenshots) 2. Recommended tech stack (cross-platform vs native) and why 3. Proposed milestones and timeline for Phase 1 4. Team composition (roles) and estimated effort 5. Questions/assumptions you need clarified Budget: open to fixed-price milestones. I’m also happy to start with a paid discovery/consulting session (1–2 hours) to align on scope and architecture.