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 I am a Research Fellow working in Secure Software Engineering. My research encompasses traditional program analysis and AI techniques to tackle problems such as software migration and repair. My PhD focused on the security and privacy analysis of applications in interconnected ecosystems, including mobile, wearable, and smart TV platforms.

Currently, I am working on the Multi-Modal Software Evolution (MUSE) project with Dr Santanu Dash. This project represents a transformative step towards autonomous software maintenance, where directives in software documentation intended for human developers guide automated software upgrades. We have developed a taxonomy of repair patterns alongside frameworks for automated migration workflows. Furthermore, we have explored hallucinations in LLM-based repair and built tools to detect hallucinations in this context.