Mavis Sun

Background

About Mavis Sun

DATA HAS A BETTER IDEA!"| GITHUB: github.com/mavissvn An innovative, open-minded, and self-driven generalist data scientist equipped with a solid skill set in data science and a Master's Degree in Marketing Analytics from New York University. In the past several years, I've been focusing on providing actionable insights to help my partners/clients from diverse industries (internet, lifestyle, entertainment, hospitality, and commercial real estate, etc.) optimize full funnel KPIs via data-driven approaches. Highlighted Skills: Languages: • SQL (DQL, DML, DDL, TCL, DCL, views, variables, procedures, functions, control structures) • Python (Pandas, NumPy, Seaborn, Matplotlib, SciPy, Scikit-Learn) • R (ggplot2, corrplot, reshape) • GNU Octave / MATLAB Machine Learning: • Gradient Descent / Normal Equation • Regression (Multiple Linear Regression, Polynomial Regression, Ridge Regression) • Classification (KNN, Decision Trees, Logistic Regression, SVM) • Clustering (k-Means, Hierachical Clustering, DBSCAN) • Recommender System (Content-based, Collaborative Filtering) • Synthetic Control • Linear Programming Other Tools: • Tableau • Advanced Excel (pivot table, VLOOKUP, clustering, solver, data analysis) • Git • Facebook Ads Manager | Google Ads | Amazon Ads | DoubleClick Bid Manager | The Trade Desk • Google Analytics | Adobe Analytics | Facebook Analytics *I'm also a TECHNO addict :p