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Xinlu Liu has a diverse work experience in various roles and industries. In 2012, they worked as a Marketing Analyst at Angel Cosmetics Group, where they developed promotion strategies and established pricing strategies for cosmetic products. In 2014, they worked as a Product Engineer at MTS Systems Corporation, summarizing customer satisfaction ratings and monitoring suppliers' operational trends. Xinlu then worked as a Teaching Assistant at HKUST, where they created CAD models and facilitated issue resolution. At the University of Illinois at Urbana-Champaign, Xinlu served as a Teaching Assistant, conducting research on product valuation and proposing marketing strategies. Xinlu later joined Koning Corporation as a Clinical Product Engineer, implementing quality control systems and coaching customers. Xinlu also took on the role of Supply Chain Management Engineer, optimizing service hubs and managing inventory. Most recently, Xinlu worked as a Product Engineer at Hisense USA, where they implemented visualizations of marketing and sales data, conducted surveys, and built customer profiles. Xinlu is currently a Product Manager at Elo Touch Solutions, starting in 2022.

Xinlu Liu has a diverse education history. From 2015 to 2017, they pursued a Master of Philosophy (MPhil) degree in Industrial Engineering at the University of Illinois Urbana-Champaign. Prior to that, from 2011 to 2015, they obtained a Bachelor of Engineering (BEng) degree in Chemical Engineering from HKUST. In 2014, they also took part in an exchange program at the University of Illinois Urbana-Champaign, studying Chemical Engineering. Before entering university, Xinlu Liu attended the Affiliated High School of Beijing University from 2008 to 2011, where they studied Science Section.

In addition to their formal education, Xinlu Liu has also obtained several certifications. These include "Leading Projects" from LinkedIn, which they obtained in March 2022, "From Excel to Tableau" obtained in October 2021, "Creating a Product-Centric Organization" obtained in June 2021, "Data Dashboards in Power BI" obtained in May 2021, and several others. These certifications cover a range of topics including time management, privacy, cybersecurity, and data science.