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| Week | Milestone | |------|-----------| | | Requirements finalization, data schema design, create feature‑flag infrastructure. | | 2‑3 | Build data pipeline (Kafka → Spark) & feature store; ingest first 30 days of interaction data. | | 4 | Train baseline collaborative + content models; create scoring micro‑service; unit tests. | | 5 | Front‑end component library for recommendation rows (React/Vue). | | 6 | Integrate API with UI; add feedback UI, explainability overlay. | | 7 | A/B test rollout (50 % users), monitor metrics, gather early feedback. | | 8 | Iterate on model (add temporal decay, fine‑tune hyper‑params), finalize rollout to 100 % and hand‑off docs. | | | 4 | Train baseline collaborative +

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