Xin Lan
Davis
Summary
Senior undergraduate in Computer Science with expertise in machine learning, statistical programming, and data structures. Demonstrated ability to utilize datasets for model training and predictive analysis to enhance business decision-making. Proficient in Python, C++, and Java, with hands-on experience in 3D graphics rendering using WebGL. Previous job as product development manager provided hands-on experience and comprehensive understanding of the product lifecycle and development processes.
Overview
2
2
years of professional experience
Work History
Bill Outcome Predictor(AI Machine Learning Model)
UC Davis on campus project
Davis
02.2025 - 03.2025
- Developed application to predict legislative outcomes such as pass, fail, or veto.
- Utilized U.S. Congress data for preprocessing to identify factors correlated with bill predictions.
- Trained multiple machine learning models and selected one based on optimal performance.
- Created frontend interface allowing users to choose prediction models and upload .csv bills data.
- Achieved 98% overall accuracy with Enhanced Random Forest Model
- Demo:https://drive.google.com/file/d/1XV8pj0qJLlsjxGj1kbwzQAxUQLghY2dp/view?usp=sharing
Product Development Manager
Tellhow Sci-tech Co., Ltd.
NanChang,JiangXi
06.2023 - 08.2023
- Supervised daily activities of assigned department personnel, quickly addressing questions or performance issues.
- Monitored progress and completion to propel department commitment to on-time delivery and quality.
- Reported issues in bug tracking systems
Education
Computer Science
University of California, Davis
Davis, CA07-2025
Skills
- Machine learning expertise
- Statistical modeling proficiency
- Data analysis and structure proficiency
- Python,C,Java proficiency
- 3D graphics rendering familiarity
- Effective communication
- Team collaboration
Timeline
Bill Outcome Predictor(AI Machine Learning Model)
UC Davis on campus project
02.2025 - 03.2025
Product Development Manager
Tellhow Sci-tech Co., Ltd.
06.2023 - 08.2023
Computer Science
University of California, Davis
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