Active Research Projects

AI-Driven Software Testing

Harnessing LLMs and machine learning for automated testing of VR applications, microservice architectures, and cloud-native systems.

Applied Computer Vision and Medical Image Analysis

Brain connectivity analysis for autism detection, medical image segmentation, and privacy-preserving sensing systems.

Multi-Agent LLM Orchestration for Software Engineering

Designing collaborative multi-agent architectures that leverage frontier LLMs for automated code generation, debugging, and performance-aware refinement.

Performance Testing for Cloud and Serverless Computing

Developing testing methodologies for serverless clouds, including Monte Carlo simulation-based approaches and auto-scaling stage characterization.