Nasir Nasir-Ameen
Back to work

AI/ML / 2021 / Research prototype

Intelligent PV Monitoring & Power Efficiency Prediction (ANN)

Applied AI + IoT project using neural networks to predict photovoltaic power efficiency from real-time operational telemetry.

Role

Sole engineer

Disciplines

AI Integration / Backend Systems

Status

Research prototype

Repository
Intelligent PV Monitoring & Power Efficiency Prediction (ANN) preview

System overview

Trained a feed-forward ANN on PV operational data, evaluated with regression metrics, and integrated outputs into a mobile monitoring interface.

Validation and results

Achieved strong regression performance and integrated model outputs into a mobile app for practical operational visibility.

Media gallery

ANN architecture
ANN architecture
Model evaluation metrics
Model evaluation metrics
Prediction results
Prediction results
Mobile app integration
Mobile app integration

Next

Full-Stack / Backend Systems

Kilogbede Records LTD

Designed and built Kilogbede Records' production platform across the public label site, roster and release storytelling, media infrastructure, events, commerce connections, and a purpose-built operational CMS.

Open case study