AI powered load/solar/price prediction made battery management easy

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.

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.

AI Energy Management Software Designed for Zero Energy Bill

RedX AI: Our Next-gen AI Powered Battery Management Solution

MovieGPT is a smart conversational movie recommender that helps users find the perfect movie based on their preferences. The model is based on cutting-edge natural language processing technology, specifically a variant of GPT (Generative Pre-trained Transformer) language models.

With MovieGPT, users can ask questions about a movie's plot, story, or any other details that they're interested in, and the model will use its advanced understanding of natural language to generate personalized recommendations. Whether you're in the mood for a romantic comedy, an action-packed thriller, or a thought-provoking drama, MovieGPT will provide you with tailored suggestions that fit your preferences.

In addition to recommending movies, MovieGPT also provides users with additional information about each movie, such as cast and crew details, ratings, reviews, and more. With MovieGPT, you can make informed decisions about what to watch and enjoy a seamless movie-watching experience.

Try typing any story or plot that you like, such as:" recommend me a movie about a mouse fell in love with a dinosaur"

MovieGPT: An Intelligent Conversational Movie Recommendation System