Restaurant Site Selection System for Riyadh

I'm seeking a professional to develop a comprehensive site selection recommendation system for restaurants in Riyadh. This website should utilize machine learning models, extensive data analysis, and various APIs to provide tailored location suggestions based on user input.

Key Features:
- Recommendations based on multiple factors: The system should consider customer foot traffic, competition density, rental costs, demographics, availability of services, delivery app density, and the impact of Saudi Mega Projects.
- Visualization: All location recommendations should be displayed on a heatmap, indicating the desirability of different areas in Riyadh.

Integration Requirements:
- Data sources: The system should be able to integrate with government databases and commercial real estate APIs to ensure the recommendations are based on the most accurate and relevant data.

Ideal Skills:
- Expertise in machine learning and data analysis
- Experience with API integration
- Proficiency in web development
- Familiarity with heatmap visualization

This project requires a professional with a strong background in these areas, who can deliver a user-friendly and effective site selection tool.