https://github.com/tamidnu/foresight
Real time intelligence for Hotels. In development. TAMID at Northeastern Tech Consulting track Fall 2025
https://github.com/tamidnu/foresight
artificial-intelligence fastapi mongodb nextjs vercel
Last synced: 9 months ago
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Real time intelligence for Hotels. In development. TAMID at Northeastern Tech Consulting track Fall 2025
- Host: GitHub
- URL: https://github.com/tamidnu/foresight
- Owner: TamidNu
- Created: 2025-09-11T00:34:56.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2025-09-25T23:33:37.000Z (9 months ago)
- Last Synced: 2025-09-26T01:24:17.772Z (9 months ago)
- Topics: artificial-intelligence, fastapi, mongodb, nextjs, vercel
- Language: TypeScript
- Homepage: https://foresight-tamid.vercel.app
- Size: 823 KB
- Stars: 4
- Watchers: 0
- Forks: 0
- Open Issues: 8
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Foresight AI: Revenue Optimization Intelligence for Boutique Hotels
# Team
Rishi Dilip (Product Manager)
Sally Piggot (Client)
Madhav Mair (Backend Developer)
Aditya Patwal (Backend Developer)
Brianna Quinn (Data Science/ML developer)
Bhuvan Hospet (Data Science/ML developer)
Anya Krishnamony (Frontend Developer)
Ioanna Damianov (Frontend Developer)
Naman Rusia (Technical Lead)
Adit Karode (Advisor)
Jeff Krapf (Advisor)
---
## 🎯 This Semester’s Objectives
We’re aiming to deliver a solid foundation of Foresight this semester by completing **MVP 0** and beginning work on **MVP 1**. Here’s what we want to achieve by the end of the term:
- Enable Hotel Managers to **upload historical data** and generate trusted AI-driven pricing recommendations.
- Deliver a clean, intuitive user interface for viewing and exporting those recommendations.
- Validate recommendation quality via pilot testing with at least one hotel dataset.
- Lay the groundwork for PMS integration: test endpoints, data schemas, auth flow.
- Begin building dashboard/calendar UI and event/seasonality support.
- Establish reliable dev workflows: GitHub flow, CI/CD, formatting, documentation, testing.
---
## 📂 Repo Structure & Key Docs
- **[BUSINESS_PRD.md](docs/BUSINESS_PRD.md)** — High-level product requirements (MVP 0 & MVP 1)
- **[TECH_GUIDE.md](docs/TECH_GUIDE.md)** — Engineering guide: code architecture, frontend, backend, data science practices, standards
---
## 🚀 What’s Already in Place
| Component | Status |
| --------------------------------------------------- | ----------------------------------------- |
| Historical Data Upload + Validation | MVP 0 core |
| Baseline AI Model & Price Recommendations | MVP 0 core |
| Results Table & CSV Export | MVP 0 core |
| Login / Authentication | 🔧 Basic version in place |
| UI Skeleton (Pages for Dashboard / Recommendations) | 🔧 Initial wireframes, design in progress |
---
## 🔠Next Milestones
1. **Pilot Feedback** — get real feedback from the hotel whose historical data we have.
2. **Add Event & Seasonality Features** — let manager mark events; factor into pricing.
3. **Dashboard & Calendar Views** — visual tools to see upcoming periods, pricing suggestions, flagged dates.
4. **PMS Integration (Read-Only)** — ingest live reservation & availability data; sync status in UI.
5. **Code Quality & Dev Tools** — complete CI/CD setup, apply formatting and linting rules, expand tests.
---
## 👥 Team & Collaboration
- Everything goes through GitHub: issues, branches, PRs.
- Use the **TamidNu / Foresight GitHub project board** to track features & bugs.
- Pair up for reviews & cross-feature help.
- If you’re new, pick up a **good-first-issue** to get familiar with the stack.
---