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