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lines changed Original file line number Diff line number Diff line change @@ -16,10 +16,10 @@ Cruz](http://www.ucsc.edu/), working with [Jim Whitehead](http://users.soe.ucsc.
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1717I received my PhD in Computer Science from [ UC Santa Cruz] ( http://www.ucsc.edu/ )
1818in December 2015, and my MS in Software Engineering from [ San Jose State
19- University] ( http://www.sjsu.edu/ ) in 2006. My research interests are broad, spanning
20- ** multi-AI collaboration optimization** and ** [ LLM chemistry estimation] ( https://arxiv.org/abs/2510.03930 ) **
19+ University] ( http://www.sjsu.edu/ ) in 2006. My research interests are broad. They lie at the intersection of AI and software engineering , spanning
20+ from ** multi-AI collaboration optimization** and ** [ LLM chemistry estimation] ( https://arxiv.org/abs/2510.03930 ) **
2121(LLM matchmaking) for complex, ** compound AI tasks** ; the use of ** AI for coding automation** ,
22- ** source code analysis** , and ** social-cyber security** ; and the application of automated
22+ ** source code analysis** , and ** social-cyber security** ; to the application of automated
2323** software engineering** principles to the development and deployment of ** AI systems** . I study how
2424emerging solutions in this space can * improve developer productivity* , * deepen our understanding of
2525complex software systems* , and * enable the creation of more reliable and secure software* .
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