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Kaelyn Takata has a diverse work experience spanning multiple companies and roles. Kaelyn started their career in 2003 as a Senior Systems Administrator at Fairfield Language Technologies, where they collaborated with developers, analysts, and other administrators to install and configure systems. Kaelyn continued in this role when the company was acquired by Rosetta Stone Limited. In 2006, they joined TBD Networks as a Systems Administrator, responsible for network administration. Kaelyn then transitioned to Yahoo! in 2008 as a Configuration Engineer. In 2009, they joined Google as a Release Engineer, building and deploying new releases of key components and developing release automation tools. At Google, they also worked as a Software Engineer, enhancing the Clang C++ compiler. In 2016, they joined Versive, which was later acquired by eSentire, as a Staff Engineer, focusing on developing software centered around data science and machine learning. At eSentire, they have held various roles including Senior Distributed Compute Developer and Senior Software Engineer. Kaelyn currently holds the position of Senior Software Engineer at eSentire.

From 1996 to 1999, Kaelyn Takata attended James Madison University, where they pursued a Bachelor of Science degree in Computer Science.