[Submission] Billashot - YojanaSetu

submissions/BillaShot_YojanaSetu.md

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+<h1 align="center">
+  <a href="https://github.com/PranavP2412/YOJANASETU">
+    YojanaSetu ⚖️
+  </a>
+  <br>
+  YojanaSetu: Smart Bridge to Government Welfare
+</h1>
+
+<div align="center">
+  By Team YojanaSetu 
+  <img src="https://images.emojiterra.com/google/noto-emoji/animated-emoji/1fae9.gif" height="15" style="vertical-align:middle;margin-left:2px">
+</div>
+
+<hr>
+
+<details>
+<summary><strong>Table of Contents (Click to Expand)</strong></summary>
+
+- [📝 Description](#-description)
+- [🔗 Links](#-links)
+- [🤖 Tech Stack](#-tech-stack)
+- [🏗️ System Architecture](#️-system-architecture)
+- [📈 Progress](#-progress)
+- [🔮 Future Scope](#-future-scope)
+- [💸 Applications](#-applications)
+- [🛠 Project Setup](#-project-setup)
+- [👨‍💻 Team Members](#-team-members)
+- [👨‍🏫 Mentors](#-mentors)
+
+</details>
+
+---
+
+<a name="description"></a>
+## 📝 Description
+
+**YojanaSetu** is an enterprise-grade digital platform designed to democratize access to government funding by analyzing complex eligibility criteria invisible to the casual searcher.
+
+Traditional portals require manual, error-prone searching; YojanaSetu replaces this with a **Neural Recommendation Engine** that calculates a precise **Match Score** based on a user's business forensic profile.
+
+The system utilizes:
+
+- ✅ Active Regex Filtering  
+- ✅ Gemini 1.5 Flash  
+- ✅ Weighted Eligibility Matching  
+
+By analyzing scheme updates and user data, it ensures MSMEs and Startups unlock capital with **99.9% transparency**.
+
+---
+
+<a name="links"></a>
+## 🔗 Links
+
+- 🔹 [GitHub Repository](https://github.com/PranavP2412/YOJANASETU)
+- 🌐 [Hosted Project](https://yojanasetu-frontend-1.onrender.com/)
+- ⚙️ [Video](https://drive.google.com/drive/folders/1rN7IjhV3werBqnD5p0wNkgeS5uNgH6BU?usp=drive_link)
+- 📸 [Project Screenshots](https://github.com/PranavP2412/YOJANASETU/tree/master/Client/Frontend/src/assests)
+
+---
+
+<a name="tech-stack"></a>
+## 🤖 Tech Stack
+
+### 🧩 Development Stack
+
+**Frontend**
+- React
+- Vite
+- TailwindCSS
+- Lucide React
+
+**Backend**
+- Node.js
+- Express.js
+
+**Database**
+- MongoDB Atlas (Mongoose ODM)
+
+**AI Integration**
+- Google Gemini 1.5 Flash API
+
+**Authentication**
+- Google OAuth 2.0
+- JWT (Access & Refresh Tokens)
+
+---
+
+<a name="system-architecture"></a>
+## 🏗️ System Architecture
+
+
+## 📈 Progress
+
+### ✅ Fully Implemented
+
+- **Wallet-Less Neural Authentication**  
+  Google OAuth 2.0 integration with secure COOP headers and JWT-based session management.
+
+- **Forensic Profile Management**  
+  Dynamic user profiling (Sector, Turnover, Stage) powering the recommendation engine.
+
+- **Automated Email Verification**  
+  Secure verification workflow using SHA-256 token hashing and SMTP integration.
+
+- **Hybrid Search & Filter**  
+  Optimized Regex-based querying combined with categorical tag filtering for fast discovery.
+
+- **AI Recommendation Core**  
+  Gemini-powered natural language explanations describing why a scheme matches a user profile.
+
+---
+
+### 🚧 Work In Progress
+
+- **Document Vault**  
+  Secure encrypted storage layer for KYC and application-related documents.
+
+- **Multilingual UI**  
+  Regional language support (Hindi, Marathi, and more) for wider accessibility.
+
+---
+
+<a name="future-scope"></a>
+## 🔮 Future Scope
+
+- 📷 **OCR Verification**  
+  Automated document parsing and data extraction for form pre-filling.
+
+- 💬 **WhatsApp Chatbot Integration**  
+  Lightweight conversational assistant for rural and low-bandwidth users.
+
+- 🔗 **Blockchain-backed Community Beneficiary Loop**  
+  Transparent mentoring ecosystem connecting previous scheme beneficiaries with new applicants.
+
+---
+
+<a name="applications"></a>
+## 💸 Applications
+
+- **MSME Funding Discovery**  
+  Accelerating capital access for small and medium enterprises.
+
+- **Agri-Tech Subsidies**  
+  Helping farmers discover state-specific agricultural grants.
+
+- **Women Entrepreneurship Schemes**  
+  Focused identification of gender-specific welfare programs.
+
+- **Government Educational Loans**  
+  Connecting students with subsidized credit and financial aid programs.
+
+
+## 🛠 Project Setup
+
+#### 1️⃣ Clone the Repository
+
+```bash
+git clone https://github.com/PranavP2412/YOJANASETU
+```
+
+#### 2️⃣ Backend Configuration
+Enter the Server directory and install dependencies. Create a .env file based on credentials.
+```bash
+cd Server
+npm install
+npm start
+```
+#### 3️⃣ Frontend Configuration
+Install dependencies and launch the development server.
+```bash
+cd ../Client/Frontend
+npm install
+npm run dev
+```
+#### 4️⃣Environment Variables
+Ensure the following are set for full functionality:
+
+
+```bash
+GOOGLE_CLIENT_ID
+
+GEMINI_API_KEY
+
+EMAIL_USER 
+EMAIL_PASS
+```
+---
+
+## 👨‍💻 Team Members
+- [Pranav Patil](https://github.com/PranavP2412)
+- [Krish Ahirkar](https://github.com/Krishahirkar)
+
+## 👨‍🏫 Mentors
+
+* **Zoher Vohra**: [Zoher](https://github.com/zohervohra)
+* **Ronit Choube**: [Ronit](github.com/RAIDxVIPER)