Aaron Yu Email & Phone Number

San Francisco, California, Us

Los Angeles, California, Us

PlayVS is building the infrastructure and official platform for high school and collegiate esports. We work with game publishers and high school governing bodies to build and operate sanctioned leagues across the country. Our software products tie everything together, creating the world’s first full-stack sports platform.

Emeryville, Ca, Us

Create and implement data roadmap framework for music product teams based on vital reporting requirements and key performance metrics. Data roadmap decreased product health report delivery time from a weekly basis to a daily basis which allowed product managers to identify and resolve tickets faster.Build an end-to-end data platform utilizing data ETL pipelines and ending with dashboards to monitor, review, and analyze the state of all music products. Data scientists, engineers, and product managers utilized insights from dashboards to solve data gaps which resulted in a ~ 30% decrease in customer experience tickets.Collaborate with internal and external stakeholders in engineering, data science, and customer experience to research, clean and ingest various music data sources resulting in robust metadata datasets.

Boulder, Colorado, Us

Develop a classification model that identifies whether an Airbnb host is a Superhost or not based on review text data. Utilize AWS EC2 cloud computing, NLP text feature extraction, and multiple machine learning models such as Random Forest, Logistic Regression, LinearSVC, Gradient Boosted Trees, and Naive Bayes.Discover potential factors contributing to the churn of ride-sharing users by building a Logistic Regression model and interpreting the coefficients. The team and I presented a business case to recommend possible actions to increase user retention.Design a model to detect fraudulent events for an event booking company utilizing a Gradient-Boosted Tree model. The model was able to predict the likelihood of fraud for events created by customers. Built a web app with Flask to display live predictions on the data stream.

Berkeley, Ca, Us

Design and build dashboards to monitor, review, and analyze product health which allowed various cross-functional stakeholders to easily visualize complex product issues and prioritize new features for clients.Extract, transform and load data to create daily, weekly, monthly, and quarterly product health analytics reports.Set up Tableau analytics platform for management and product team tracking key product performance indicators, reporting requirements, and various data sources.Write scripts for complex data pulls utilizing Pandas and SQL, automating hours of manual work.Analyze scope of works to determine product feasibility for ad hoc projects.

Schlieren, Zurich, Ch

Maintain market campaign data, create analytic reports, and build dashboards to evaluate trade management performance for various internal business and marketing teams.Partner with finance, product, engineering and marketing teams to identify project data sources and define key metrics.Implement processes to identify and clean data errors, automate hours of manual work.Analyze experiments results to understand B2C customer behavior.Analyze various marketing and product data sources and provide actionable recommendations to the engineering team to improve data quality.

Bachelor'S Degree, Economics

Data Science Immersive