What is Redx AI?

I'm excited to introduce Redx AI, which is a cutting-edge, AI-driven energy optimization platform I developed during my role as a Data Scientist at RedX Technology. The system leverages MINLP(Mixed Integer Nonlinear Problems) and Reinforcement Learning (RL) algorithms I designed to intelligently schedule and dispatch stored battery energy, minimizing costs while ensuring uninterrupted power supply for homes and businesses.

My Key Contributions:

• Built the Core Optimization Engine: Developed predictive models that analyze real-time electricity prices, energy demand patterns, weather forecasts, and solar generation data to inform decision-making.
• Designed Adaptive Decision-Making: Engineered a dynamic RL framework that adjusts energy dispatch every 30 minutes, optimizing for cost-efficiency while balancing grid constraints and user preferences.
• Scaled for Real-World Impact: Translated research-grade algorithms into a production-ready system capable of processing terabytes of streaming data, ensuring reliability under fluctuating energy market conditions.

By integrating advanced machine learning with domain-specific constraints, my work enables Redx AI to autonomously generate cost-saving energy schedules while adapting seamlessly to real-time changes in pricing and demand. This innovation has positioned Redx AI as a leader in smart energy management, empowering users to reduce expenses without compromising reliability.