A spatial scientist with an urban planning background, Vivian uses data science and technology to help clients make informed decisions and shape better communities and more sustainable environments.

Vivian is an urban planner and spatial data professional with experience in demographics and urban planning as a population forecaster.

Her passion lies in integrating more innovative use of data, math, and statistics to design and plan our cities and regions.

Vivian's experience is diverse and includes projects that involve interactive model design, data science and spatial programming, population forecasting and cost-benefit analysis.

She has extensive experience in small area population forecasts, housing research, geographic information system plugins and database management systems.

Outside work, Vivian crunches data out of passion and curiosity. She also spends her time enjoying the creative and culinary arts such as songwriting and cooking.