Selected Projects

Developed an AI-based system for detecting and classifying solar photovoltaic panel faults, using multimodal deep learning and Transformer-based models to identify fault types and assess their severity, supporting efficient and reliable solar energy system maintenance.

Led an end-to-end audio testing, competitive benchmarking, and performance validation initiative on behalf of AMAYRAH Research and Development. The primary objective was to evaluate multiple commercial speaker systems against competitor models to back ad copy claims with both objective data and subjective acoustic testing. Following comprehensive analysis, two primary models were officially approved: -Yamaha VS4W Surface-Mount White PA Speaker -Yamaha VS6 Series Surface-Mount White PA Speaker (Indonesian Variant)