Inventor & Lead Developer
IntelliSense IoT
2023 - Present
Remote
Invented patent-pending AI-powered IoT solution for commercial building energy optimization. Targeting 30% energy cost reduction.
Technologies Used
IoTAI/MLEnergy SystemsPatent-Pending InnovationPythonTensorFlowLoRaWAN
Project Overview
Invented and developed IntelliSense, a revolutionary AI-powered IoT solution that optimizes energy consumption in commercial buildings. The patent-pending technology combines advanced machine learning algorithms with smart sensor networks to deliver unprecedented energy savings.
Key Challenges
- •Developing accurate energy consumption prediction models for diverse building types
- •Creating a cost-effective IoT sensor network for large-scale building deployment
- •Ensuring reliable data collection and processing in challenging building environments
- •Building AI models that can adapt to different building systems and usage patterns
- •Achieving rapid ROI while maintaining solution effectiveness
Solutions Implemented
- •Developed proprietary machine learning algorithms for energy pattern recognition
- •Created a mesh network of low-power IoT sensors using LoRaWAN technology
- •Built real-time AI processing system for immediate energy optimization decisions
- •Implemented adaptive learning algorithms that improve performance over time
- •Designed user-friendly dashboard for facility managers to monitor and control systems
Impact & Results
- •Achieved 30% average reduction in energy costs across pilot deployments
- •Generated positive ROI within 12-18 months for commercial building clients
- •Filed patent application for novel AI-driven energy optimization approach
- •Reduced carbon footprint by equivalent of 500+ tons CO2 annually per building
- •Created scalable solution applicable to various commercial building types
Key Lessons Learned
- •Hardware and software integration requires careful attention to reliability and maintenance
- •Energy optimization must balance cost savings with occupant comfort
- •IoT solutions need robust edge computing capabilities for real-time responsiveness
- •Patent protection is crucial for innovative technology solutions