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Our Contributions
Products We Deliver!
- Conceptualization and system-level design
- Component selection and sourcing (precision current-sensing ICs, embedded microcontrollers)
- CAD modeling and prototyping PCB-s and enclosure
- Production planning, supplier coordination and in-house hardware production
- Firmware development for real-time data acquisition, preprocessing, and two way communication
- System architecture design
- Backend: database design, scalable API services
- Frontend: user interface focused on usability and real-time interaction
- Seamless integration with metering hardware
- Built with a focus on high security (end-to-end encryption, IAM), modularity (microservices), and system resilience
- Advanced data preprocessing and feature engineering
- Continuous research and application of state-of-the-art NILM and AI techniques
- Custom machine learning model development tailored to specific usage patterns and grid behaviors
- Real-time deployment of AI models for load disaggregation and anomaly detection
- Model integration into the monitoring platform, enabling smart, non-intrusive insights with minimal overhead