Dan Wu Email & Phone Number

Los Angeles, California, United States

● Designed a series of interactive Tableau dashboards connecting with SQL, streamlining the visualization of model accuracy and key insights, which reduced report generation time by 25% and enabled faster access to actionable insights for cross-functional teams● Developed a sentiment analytics framework to guide sustainability communication strategies by analyzing public opinion trends integrating SQL and Plotly, reducing 20% potential risk thereby enhancing responsiveness to public opinion dynamics● Built a ETL data pipeline by sourcing and consolidating multi-regional datasets from various sectors using SQL and Pandas(python), resulting in a 30% improvement in data retrieval speed and facilitating faster business decisions● Implemented a stakeholder engagement strategy by analyzing consensus data across 182 members of the global EDITS network using Excel and SQL, resulting in 100% alignment on project scope and objectives

Beijing, China

● Developed a VIP revenue growth strategy to identify key revenue drivers by leveraging XGBoost, resulting in a 10% increase in ROI on targeted marketing campaigns and enabling data-driven resource allocation across business units● Designed and implemented automated ETL processes to streamline VIP revenue data cleaning and transformation using SQL and Pandas, reducing data processing time by 25% and improving the accuracy of downstream models

Beijing, China

● Designed a localized user activity investigation system to automate geographic information extraction using PySpark and NLTK, enabling a 20% improvement in case analysis turnaround time and providing analysts with more efficient tools● Developed enhanced security strategies to analyze account movement patterns, and identify anomalous behavior by DBSCAN resulting in improved fraud detection rates by 10% and informing the development of more robust security protocols● Built a data visualization platform using Tableau and SQL to analyze video engagement trends, identifying key drivers of user engagement, reducing report time by 20% and informing data-driven marketing strategies

Los Angeles, California, United States

Reader for STATS 100B with Professor Ker Chau Li

Ucla

Shanghai, China

● Developed a quality control strategy to evaluate 16 key quality metrics when derive new manufactured product utilizing Bayesian models, saving 15% in production costs and improving resource allocation, leading to more robust and reliable product delivery● Improved the predictive analytics pipeline for operational data in assembly line by XGBoost, identifying 20% potential saving and enabling more efficient data-driven decision-making for production planning● Developed a risk mitigation strategy for new product delivery by conducting a risk assessment by Logistic Regression and implementing Agile testing best practices, resulting in a 20% reduction in identified project risks

Shanghai, China

- Compiled and organized over 300 annual English reports from executive leaders, supplemented by public recruitment data from platforms like LinkedIn. Successfully extracted and cleansed salary data across various company positions and ranks.- Conducted primary research on the client industry and utilized Salesforce to analyze employee registration data in order to provide insights that allowed the company to set more rational salary standards and gain a better understanding of industry salary benchmarks.

Master Of Applied Statistics And Data Science

Bachelor'S Degree, Statistics And Data Science

Activities and Societies: UCLA Chinese Union Public Relation Vice President Bachelor of Science in Statistics with a Minor in Mathematics.

Associate Of Arts And Sciences - Aas

High School Diploma

Activities and Societies: Robotics Team - FTC Competition Participant High School Girls Golf Team Members Robotics Team - FTC Competition.