Katie Wang
Machine Learning Research Intern @Nasa Ames Research Center
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WORK HISTORY
Machine Learning Research Intern @Nasa Ames Research Center
Spearheaded NASA’s AdaStress project, enhancing its AI algorithms for detecting rare, high-impact autonomous system failures by incorporating domain-specific temporal indicators– Developed a tool to quantify proximity to error by translating linear temporal logic requirements into mathematical functions for use in reinforcement learning agent training– Applied heuristic search algorithms (genetic algorithms, Monte Carlo Tree Search) to identify patterns of failures in CERN\'s industrial programmable logic controllerscontracted by KBR
EDUCATION
University of California, Berkeley
Electrical Engineering and Computer Sciences, Pure Mathematics
ABOUT KATIE WANG
EECS + Pure Math @ UC Berkeley
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