I am currently a graduate student studying Urban Spatial Analytics at Penn. I am very interested in demographics, cities, transportation and digital products.
Grew up in Qingdao and educated in Beijing and Philadelphia, I have seen births, fast development, transformation, histories, and inequities of cities. I am obsessed with everything about urban development and believed in deep of my heart that data and information empowered the way we understand cities in unimaginable ways.
Analysis & Modeling: sci-kit-learn, plain Bayes, random forest, K-means clustering, SVM, GBDT, XGboost, Deep learning, A/B Testing.
Analysis Tools: R, Python(NumPy, Pandas), SQL, ArcGIS, CARTO, Tableau, Microsoft Office
Visualization: Matplotlib, Seaborn, Hvplot, Plotly, Altair
Managing and analyzing data, researching and interpreting policy, and communicating findings to multiple audiences.
Adobe Suite (Photoshop, Illustrator), Rhino, AutoCAD, Aftereffect, Premiere Pro, Azure, Figma
WeChat public operation, Twitter, Facebook, Instagram campaign