Dinglin Xia Email & Phone Number
Who is Dinglin Xia? Overview
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Dinglin Xia is listed as Data Scientist at United Airlines, based in Evanston, Illinois, United States. AeroLeads shows a matched LinkedIn profile for Dinglin Xia.
Dinglin Xia previously worked as Research Assistant at 美国西北大学 and Data Science Engineer Intern at Sabre Corporation. Dinglin Xia holds Doctor Of Philosophy - Phd, Industrial Engineering & Management Science from 美国西北大学.
Email format at United Airlines
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About Dinglin Xia
PhD candidate in Industrial Engineering and Management Science with expertise in designing data-driven solutions.I broadly bring the techniques from operations research, statistics and machine learning to build model and data-driven solutions for problems in supply chain, transportation and travel industries.I have developed advanced methodologies for optimizing the order picking process in high-volume warehouses and created innovative data-driven strategies for enhancing the efficiency of hotel Global Distribution Systems.Programming: Proficient in Python (e.g., Pandas, Scikit-learn, Scipy, Bokeh, Tensorflow), MATLAB, R, C++, LaTeX, GIT
Dinglin Xia's current company
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Dinglin Xia work experience
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Research Assistant
Current
Data Science Engineer Intern
- Developed an LLM-based solution for Entity Linking tasks of steaming hotel product descriptions.- Designed an active learning algorithm for selective labeling in the LLM fine-tuning process.- Designed and Implemented Multi-armed Bandit and Reinforcement Learning algorithms for data sampling in the PCC recommendation system.
Teaching Assistant
Graduate Teaching Assistant for the Course ISyE6650: Probabilistic ModelsISyE7401: Advanced Statistical Learning
Operations Management
Research Assistant
Research Assistant
- Developed an efficient medical data entity annotation tool for named entity recognition (NER).- Led weekly annotation group meetings to address complex cases and maintain the annotation manual.- Improved annotation solutions to enhance accuracy and efficiency continuously.
Dinglin Xia education
Doctor Of Philosophy - Phd, Industrial Engineering & Management Science
Master'S Degree, Operations Research, 4.0/4.0
Bachelor'S Degree, Statistics
Berkeley Global Access Programme
Sunmer School, Economics, A
Frequently asked questions about Dinglin Xia
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What company does Dinglin Xia work for?
Dinglin Xia works for United Airlines.
What is Dinglin Xia's role at United Airlines?
Dinglin Xia is listed as Data Scientist at United Airlines.
Where is Dinglin Xia based?
Dinglin Xia is based in Evanston, Illinois, United States while working with United Airlines.
What companies has Dinglin Xia worked for?
Dinglin Xia has worked for United Airlines, 美国西北大学, Sabre Corporation, Georgia Institute Of Technology, and 深圳市爱随享信息科技有限公司.
How can I contact Dinglin Xia?
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What schools did Dinglin Xia attend?
Dinglin Xia holds Doctor Of Philosophy - Phd, Industrial Engineering & Management Science from 美国西北大学.
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