Ling Cai possesses a strong background in machine learning and research, having held positions as a Senior Machine Learning Engineer at ByteDance from February 2024 to December 2024 and as a Research Staff Member at IBM from January 2023 to February 2024. Prior experience includes serving as a Graduate Research and Teaching Assistant at the University of California, Santa Barbara from September 2018 to December 2022, where Ling contributed to various NSF projects focused on knowledge graph construction and disaster response simulations. Additionally, as a Research Intern at Siemens during July to September 2019, Ling developed embedding methods for link prediction in knowledge graphs.
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