Xiang Li
Principal Data Scientist at Capital One | Washington, District of Columbia, United States
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Xiang Li serves as a Principal Data Scientist at Capital One, where he leverages his extensive expertise in statistical modeling and machine learning to drive impactful insights within the financial services sector. With a keen interest in the application of statistical thinking in the healthcare industry, Xiang has cultivated a robust skill set that includes advanced programming in R and Python, data engineering, and the development of predictive models. His proficiency in SQL, SAS, and PyTorch further enhances his ability to manipulate and analyze complex datasets, enabling him to extract actionable insights that inform strategic decision-making.
At Capital One, Xiang has spearheaded key projects focused on estimating customer lifetime value through sophisticated modeling techniques such as XGBoost and dynamic linear models. By forecasting long-term spending and payment behaviors, he has contributed significantly to enhancing customer engagement and optimizing marketing strategies. His development of an end-to-end model pipeline has streamlined processes involving data extraction, processing, model tuning, and prediction tasks, effectively managing data from millions of records.
In addition to his technical acumen, Xiang is passionate about sharing knowledge and fostering a community of learning. He regularly writes articles on statistical methods and their applications on his website, where he engages with both industry professionals and enthusiasts. His commitment to public speaking and continuous learning positions him as a thought leader in the field, making significant contributions to the intersection of data science and finance. As he continues to explore innovative solutions and methodologies, Xiang remains dedicated to advancing the role of data science in enhancing customer experiences and driving business success.
Principal Data Scientist at Capital One in August 2022 to Present
Senior Research Assistant at The George Washington University- Milken Institute School of Public Health in August 2021 to August 2022
Dissertation Research at The George Washington University in September 2019 to August 2022
Teaching Assistant at The George Washington University in September 2018 to August 2021
Data Scientist Intern at Capital One in June 2021 to August 2021
FDA ORISE Fellow at FDA in May 2020 to August 2020
Research Assistant at The George Washington University- Milken Institute School of Public Health in January 2019 to August 2019
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AWS
Python
python
SAS
R Shiny
PyTorch
SQL
Git
Python (Programming Language)
Statistics
R
Public Speaking
MySQL
Research
Machine Learning
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Discover more about Capital OneWhat is Xiang Li email address?
Email Xiang Li at [email protected]. This email is the most updated Xiang Li email found in 2026.
How to contact Xiang Li?
To contact Xiang Li send an email to [email protected]. (updated on November 04, 2024)
What company does Xiang Li work for?
Xiang Li works for Capital One
What is Xiang Li's role at Capital One?
Xiang Li is Principal Data Scientist
What is Xiang Li's Phone Number?
Xiang Li's phone (206) ***-*216
What industry does Xiang Li work in?
Xiang Li works in the Financial Services industry.
Xiang Li Email Addresses
Xiang Li Phone Numbers
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