[Python/React/Django] ML/AI Integration System

[Python/React/Django] ML/AI Integration System

Project Overview:

Led the modernization of regulatory processes for an energy utility, leveraging machine learning and a robust data pipeline to optimize maintenance workflows and issue detection. The solution, built with React, Django, and PostgreSQL, using Websockets and BroadcastChannel API, integrated seamlessly with machine learning algorithms through REST APIs, providing real-time insights and interactive visualizations for end users.

Achievements:

• Designed and implemented a React front-end to present maintenance workflows and machine learning outputs
• Developed Django back-end features to facilitate real-time communication with machine learning services
• Configured and optimized PostgreSQL for efficient data storage and retrieval
• Implemented robust error handling and API management to enhance system reliability
• Created dynamic data visualizations for interpreting machine learning insights

Technologies/Tech Stack:

Python, React, Django, PostgreSQL, WebSocket, REST APIs, Machine Learning, WebSockets, BroadcastChannel API

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