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🌍 Daleel

Daleel is a crowdsourced platform where users share their experiences with government and private services.
The goal is to make information accessible for future users through real shared experiences.


🚀 Features

  • Users can post experiences about services (gov & private).
  • Search, filter, and analyze feedback.
  • AI-powered insights (e.g., sentiment analysis on feedback).
  • Web dashboard for admins & data visualization.
  • Flutter mobile app for easy user access.
  • Cybersecurity-first approach to protect user data.

📍 Citizen Reporting Module

Citizens often face challenges when reporting local issues (potholes, damaged infrastructure, violations).
This module of Daleel provides:

  • A mobile & web interface for citizens to submit issue reports with photos, GPS, and category.
  • A dashboard for officials to track, assign, and resolve issues.
  • Status updates so citizens can follow the resolution process.
  • AI-powered clustering to detect hotspot areas with frequent issues.

Entities

  • Report: description, photo(s), location, category, urgency, citizen ID.
  • Official Response: status updates (pending, in-progress, resolved), assigned official.
  • Analytics: frequent issue categories, map-based visualization.

Example Citizen Workflow

  1. Open Daleel mobile/web.
  2. Go to "Report Local Issue".
  3. Fill details (location auto-detect, photo upload, description).
  4. Submit → backend saves → official dashboard updated.
  5. Citizen gets status updates (e.g., “assigned”, “resolved”).

🛠️ Tech Stack by Track

🔹 Backend

  • ...
  • ...

🔹 Frontend (Web Dashboard)

  • React + TailwindCSS

🔹 Mobile (Flutter)

  • Dart + Flutter
  • API integration with backend

🔹 Data Science & AI

  • Python (Pandas, Scikit-learn, TensorFlow, PyTorch)
  • Jupyter Notebooks for EDA & ML
  • Sentiment analysis on user experiences

🔹 Cybersecurity & Network

  • Security audits (OWASP Top 10, SQLi, XSS testing)
  • API & DB penetration testing
  • Secure authentication & encryption

📂 Repo Structure

Each track has its own folder:

  • backend/ → APIs
  • frontend-web/ → React dashboard
  • mobile-flutter/ → Mobile app
  • data-science-ai/ → AI/ML models & analysis
  • cybersecurity/ → Security testing & docs
  • docs/ → General documentation

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