| Phase | Scope | Key Tasks | Estimated Time | |------|------|-----------|----------------| | | Identify top‑priority feature (e.g., recommendation engine). | Stakeholder interviews, analytics review, user surveys. | 2‑3 weeks | | 2. Design | UX/UI mockups, user flows, data schema. | Wireframes, design system updates, API contract. | 3‑4 weeks | | 3. Development | Backend (ML model, data pipelines) + Frontend (carousel, filters). | Model training, API endpoints, React/Vue components. | 6‑8 weeks | | 4. QA & Testing | Functional, performance, privacy. | Unit/integration tests, A/B testing, security audit. | 2‑3 weeks | | 5. Rollout | Staged deployment (beta → full). | Feature flag, monitoring, user feedback loop. | Ongoing |
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