🚀 PromptWars 2026: Improving My SmartFlow AI Project

Prompt Wars by Hack2Skill is a unique competition where applications are built using natural language prompts instead of traditional coding workflows.

This is my second iteration of the project, where I focused on improving both technical depth and real-world applicability.

💡 Project: SmartFlow AI

SmartFlow AI is an AI-powered crowd management system designed for large-scale events such as stadiums, concerts, and festivals.

🎯 Problem
Large events face:

• Crowd congestion
• Long queues
• Lack of real-time navigation
• Safety concerns

🧠 Solution
SmartFlow AI provides:

• 📊 Real-time crowd heatmap
• 🗺️ Smart navigation
• 🚨 Live alerts
• 📈 AI-based crowd prediction
• 🎟️ Smart entry simulation

🔧 Improvements in This Version
After my initial submission, I enhanced the project by:

☁️ Google API Integration
Integrated Google APIs to demonstrate real-time backend connectivity and improve system capability.

🧪 Testing Added
Implemented basic testing using Jest to improve code reliability.

⚙️ Backend Enhancements

• Added API endpoints:
  • /health (system status)
  • /ai-prediction (future crowd insights)
  • /google-api-test (Google service validation)

🧱 Better Structure
Improved overall code organization and scalability.

🛠️ Tech Stack

• React + Vite
• Node.js + Express
• Google Cloud Run (Deployment)
• Google API integration
• Jest (Testing)

🌐 Live Demo
👉 https://smartflow-ai-557867379089.us-central1.run.app/

📂 GitHub Repository
👉 https://github.com/SnehalKrushnaBandal/SmartFlow_AI

🚀 Key Learning
Small improvements like testing, API integration, and backend structure can significantly enhance the quality of a project.

🙌 Conclusion
This iteration helped me understand how to transform a basic prototype into a more complete and scalable solution.

Looking forward to improving it further!

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