AI-Powered Panel Connection Verification System

01 / OVERVIEW

The idea behind it.

A comprehensive capstone project that combines backend C# web application with a React frontend to create an intelligent system for verifying electrical panel connections. The system utilizes an AI/ML model to automatically parse connection diagrams and verify the correctness of panel wiring configurations. This project demonstrates full-stack development skills, AI integration, and practical application of machine learning in industrial automation.

02 / FEATURES

What it does.

• 01AI-powered connection diagram parsing
• 02Automatic panel connection verification
• 03Real-time validation feedback
• 04React-based interactive frontend
• 05C# backend API with RESTful endpoints
• 06Database integration for connection history
• 07Error detection and reporting system
• 08User-friendly visualization of connection status

03 / CHALLENGES

The problems worth solving.

• 01Training and integrating AI model for diagram parsing
• 02Ensuring accurate connection verification logic
• 03Synchronizing React frontend with C# backend
• 04Handling complex electrical panel schematics
• 05Optimizing AI model performance for real-time processing
• 06Managing state between frontend and backend
• 07Implementing robust error handling and validation

04 / LEARNINGS

What I took away.

• 01Full-stack development with C# and React
• 02AI/ML model integration in web applications
• 03RESTful API design and implementation
• 04Frontend-backend communication patterns
• 05Database design and Entity Framework usage
• 06Image processing and diagram analysis
• 07Machine learning model deployment
• 08Project management for capstone-level projects
• 09Integration of multiple technology stacks