: The software allows for seamless conversion from AD to BS and vice versa, which is crucial for official documentation, birthdays, and historical record-keeping in Nepal.
| Week | Milestones | |------|------------| | | - Finalize data schema (user prefs, drink taxonomy). - Set up feature store & Kafka topics. - Build admin “Boost” UI (React). | | 2 | - Develop recommendation service (FastAPI). - Implement content‑based embeddings. - Unit tests & contract tests for /recommendations . | | 3 | - Integrate collaborative filtering model (Spark batch). - Wire up API → model inference pipeline. - Front‑end carousel component & “Why this?” tooltip. | | 4 | - End‑to‑end QA (performance, fallback). - A/B test harness & dashboard. - Launch to 10 % pilot, monitor metrics. | | Post‑Launch (Week 5‑6) | - Expand to 50 % traffic. - Iterate on model (add seasonality features). - Gather feedback, refine UI. | mitibar