- <span class="deemph">Computer Science Researcher with over 15 years of experience at the intersection of AI/ML and software engineering. Proven expertise in building and operating large-scale systems for "Big Code" analytics and programming language processing. Deep knowledge of AI/ML applications to source code analysis, coding automation, and social-cyber security. Strong background in modeling, analyzing, and detecting social-cyber operations targeting open-source ecosystems, and in developing compound AI systems focused on multi-LLM collaboration, LLM chemistry estimation (LLM matchmaking), and multi-LLM consensus for uncertainty quantification, knowledge extraction, and source code analysis. Skilled in prototyping novel solutions, solving complex technical problems, communicating across technical and non-technical audiences, and leading interdisciplinary teams in both research and applied domains.</span>
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