Xiao Gu
About Xiao Gu
Xiao Gu is a Senior Data Scientist currently working at Faire since 2021, with a strong background in data analysis and machine learning. He has held positions at several companies, including Instacart and Manage.com, and has expertise in areas such as Bandit Reinforcement Learning and A/B testing.
Current Role at Faire
Xiao Gu serves as a Senior Data Scientist at Faire, a position held since 2021. In this role, Gu applies advanced data science techniques to support decision-making processes within the company. The focus is on leveraging data to optimize operations and improve user experiences.
Previous Experience in Data Science
Prior to joining Faire, Xiao Gu worked as a Data Scientist at Instacart from 2018 to 2021. In this role, Gu contributed to data-driven strategies that enhanced the company's service offerings. Before Instacart, Gu was a Data Analyst at Manage.com from 2017 to 2018, where data analysis played a crucial role in business decision-making.
Educational Background
Xiao Gu completed a Bachelor of Science in Applied Mathematics at Xiamen University from 2009 to 2013. Following this, Gu pursued a Master of Science in Statistics at the University of California, Davis, from 2013 to 2015. This educational foundation supports Gu's expertise in data analysis and statistical methodologies.
Technical Skills and Expertise
Xiao Gu possesses technical skills in tools such as Pig and Hive, which are essential for processing large datasets within Hadoop ecosystems. Additionally, Gu has expertise in using Airflow for orchestrating complex data workflows. Specialization in Bandit Reinforcement Learning highlights Gu's focus on advanced machine learning techniques.
Teaching Experience
From 2013 to 2015, Xiao Gu served as a Teaching Assistant at UC Davis. This role involved supporting faculty and assisting students in understanding complex statistical concepts. The experience contributed to Gu's strong foundation in both teaching and applied statistics.