Angie Xiao

About Angie Xiao

Hi there! I\'m Angie, a dedicated Data Analyst and Data Scientist with a background in esports analytics. At Evil Geniuses, I led innovative and impactful data analytics and science projects that saved the organization over $550K annually and significantly enhanced strategic decision-making, marketing effectiveness, and talent acquisition through advanced data modeling and analytics. My work involves deep dives into data using SQL, Python, and machine learning techniques, transforming complex datasets into actionable business insights.I excel in automating and optimizing data processes, developing predictive models, and creating data visualizations that inform strategic decisions. My toolkit includes Python, SQL, AWS, Google Cloud Platform, and various machine learning libraries, enabling me to handle complex data challenges. I\'m passionate about fostering cross-functional collaboration to ensure data-driven strategies align with organizational goals.Effective communication and stakeholder management are at the heart of my approach, ensuring insights are accessible and actionable. My background in psychology and communication enhances my ability to distill complex technical information into clear, strategic insights for diverse audiences. I earned my Masters in Applied Analytics from Columbia University and a dual BA in Psychology and Communication from the University of Washington.Outside work, I\'m an avid Latin dancer (salsa and bachata), pianist, hiker, and fitness enthusiast. Fluent in English and Mandarin Chinese and advanced in Spanish, I enjoy connecting with people from diverse backgrounds and perspectives. Reach out to me to connect and learn more about how my background and experiences can add value to your organization-technical skills Programming (Python, SQL)| Machine Learning (Linear & Logistic Regression, Regularization, Decision Tree, Random Forest, XGBoost, SVM, Clustering)| Cloud Computing (AWS, Google Cloud), Data Visualization (Tableau)| Statistical Analysis (R)soft skillsCommunication & Presentation | Problem Solving & Critical Thinking | Prioritization & Time Management | Project & Stakeholder Management | Detail Orientation | Organization | Teamwork | Customer Service

Experience

1. Vendor Manager

   Amazon

   Jul 2024 — Present · Seattle, WA, US

Education

• University of Washington

  Bachelor of Arts - BA, Bachelor of Arts (BA) in Psychology, Bachelor of Arts (BA) in Communication, minor in Spanish

  2013 — 2017

• Columbia University

  Master of Science - MS, Applied Analytics

  2018 — 2020