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Here’s what we want to achieve by the end of the term:\n\n- Enable Hotel Managers to **upload historical data** and generate trusted AI-driven pricing recommendations.\n- Deliver a clean, intuitive user interface for viewing and exporting those recommendations.\n- Validate recommendation quality via pilot testing with at least one hotel dataset.\n- Lay the groundwork for PMS integration: test endpoints, data schemas, auth flow.\n- Begin building dashboard/calendar UI and event/seasonality support.\n- Establish reliable dev workflows: GitHub flow, CI/CD, formatting, documentation, testing.\n\n---\n\n## 📂 Repo Structure \u0026 Key Docs\n\n- **[BUSINESS_PRD.md](docs/BUSINESS_PRD.md)** — High-level product requirements (MVP 0 \u0026 MVP 1)\n- **[TECH_GUIDE.md](docs/TECH_GUIDE.md)** — Engineering guide: code architecture, frontend, backend, data science practices, standards\n\n---\n\n## 🚀 What’s Already in Place\n\n| Component                                           | Status                                    |\n| --------------------------------------------------- | ----------------------------------------- |\n| Historical Data Upload + Validation                 | MVP 0 core                                |\n| Baseline AI Model \u0026 Price Recommendations           | MVP 0 core                                |\n| Results Table \u0026 CSV Export                          | MVP 0 core                                |\n| Login / Authentication                              | 🔧 Basic version in place                 |\n| UI Skeleton (Pages for Dashboard / Recommendations) | 🔧 Initial wireframes, design in progress |\n\n---\n\n## 🔭 Next Milestones\n\n1. **Pilot Feedback** — get real feedback from the hotel whose historical data we have.\n2. **Add Event \u0026 Seasonality Features** — let manager mark events; factor into pricing.\n3. **Dashboard \u0026 Calendar Views** — visual tools to see upcoming periods, pricing suggestions, flagged dates.\n4. **PMS Integration (Read-Only)** — ingest live reservation \u0026 availability data; sync status in UI.\n5. **Code Quality \u0026 Dev Tools** — complete CI/CD setup, apply formatting and linting rules, expand tests.\n\n---\n\n## 👥 Team \u0026 Collaboration\n\n- Everything goes through GitHub: issues, branches, PRs.\n- Use the **TamidNu / Foresight GitHub project board** to track features \u0026 bugs.\n- Pair up for reviews \u0026 cross-feature help.\n- If you’re new, pick up a **good-first-issue** to get familiar with the stack.\n\n---\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftamidnu%2Fforesight","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftamidnu%2Fforesight","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftamidnu%2Fforesight/lists"}