Personal Information
Summary
Skills
Projects
Experience
Education
Certifications
Languages
Achievements
References
Custom Fields
Personal Information
Summary
Skills
Projects
Experience
Education
Certifications
Languages
Achievements
References
Custom Fields
Skills
Python
R
SQL
Machine Learning
Deep Learning
TensorFlow
PyTorch
Pandas
NumPy
Scikit-learn
AWS
Docker
Git
Tableau
Education
Master of Science in Data Science
Institution: University of Washington
StartDate: 2017
EndDate: 2019
Grade: GPA: 3.9/4.0
Bachelor of Science in Computer Science
Institution: UC Berkeley
StartDate: 2013
EndDate: 2017
Grade: Magna Cum Laude
Name
Email | Phone | Location
Summary
Data scientist with 5+ years of experience in machine learning, statistical analysis, and big data processing. Expertise in Python, R, and cloud platforms with proven track record of delivering data-driven solutions.
Experience
Senior Data Scientist
Company: Tech Innovations Inc
StartDate: Jan 2022
EndDate: Present
Description: Lead ML model development, improved recommendation system accuracy by 30%, deployed models serving 1M+ users daily using AWS and Docker.
Data Scientist
Company: Analytics Corp
StartDate: Jun 2019
EndDate: Dec 2021
Description: Built predictive models for customer churn, automated data pipelines processing 10TB+ daily, reduced processing time by 60%.
Projects
Customer Segmentation ML Model
Description: Developed unsupervised learning model using K-means clustering to segment 500K+ customers, resulting in 25% increase in marketing ROI.
Technologies: Python, Pandas, Scikit-learn, AWS
Real-time Fraud Detection System
Description: Built real-time fraud detection using ensemble methods and streaming data, achieving 95% accuracy with <100ms latency.
Technologies: Python, TensorFlow, Apache Kafka, Docker
Publications
Ensemble Methods for Large-Scale Classification
Journal: Journal of Machine Learning Research
Date: 2023
Optimizing Deep Learning Models for Production
Conference: NeurIPS 2022
Date: 2022
Languages
English (Native)
Mandarin (Native)
Python (Fluent)