Current & Recent Projects
Swarm Intelligence Machine Vision System
Utilizing Enhanced Particle Swarm Optimization (EPSO) algorithms for the real-time detection of motion and emotion to predict human performance metrics.
GeoAI-Powered Decision Support Systems
Collaborative model development integrating spatial artificial intelligence frameworks to enhance advanced decision-making pipelines.
Mobile Edge Inference via TFLite
Architecting cross-platform applications leveraging Flutter and TensorFlow Lite for on-device image classification and applied machine learning within educational environments.
Doctoral Research
Cross-Layer Feedback-Based Link Quality Estimation
A comprehensive scheme designed to optimize routing protocols and drastically improve overall network reliability within dynamic wireless sensor networks (WSN).