AI-Driven Software Testing
Harnessing LLMs and machine learning for automated testing of VR applications, microservice architectures, and cloud-native systems.
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Active Research Projects
Applied Computer Vision and Medical Image Analysis
Brain connectivity analysis for autism detection, medical image segmentation, and privacy-preserving sensing systems.
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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.
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Performance Testing for Cloud and Serverless Computing
Developing testing methodologies for serverless clouds, including Monte Carlo simulation-based approaches and auto-scaling stage characterization.
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