Data Scientist

Picarro​, San Francisco Bay Area, 2016-present

 

• Software development. Designed and developed the new solutions to solve the inertial GPS drifting problem to improve product location accuracy, increasing the feature’s market price by 78%;

• Set up Geoserver, which increased the product speed by 82%;

• Data science:Help to build up risk ranking model using linear regression and spatial correlation using Python, ArcGIS and QGIS, saved customer $2M.

• Business support: Perform risk analysis and visualization in AWS to support the new customer trials, whose contracts are more than $10M.

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Vistor

National Center for Atmospheric Research(NCAR)​, 2015

 

• Attended the Big Data Python Workshop and Thredds Server Workshop

• Project: Investigate the impact of geographic coordinate system on atompsheric model

 

 

Research Assistant

The Pennsylvania State University, 2015

 

1. ​Project: Estimate methane emissions from Marcellus

• Collected more than 600GB GIS data

• Built up GIS models to estimate methane from natural gas industry

• Presented in top academic conferences and won research awards

  2.  Project: The effects of Climate Change on Vegetation in Alaska

• Classify the landuse from aerial images in ArcGIS

• Preform statistic analysis to identify the most important control factors

• Create Visualization project for US National Park Service

  3. Project: Identify Political Events Pattens from News Big Data

• Create news RSS list

• Extract text from news webpage

 

GIS Intern

Beijing Xicheng Planning and Information Center, 2013​

 

• Dedicated in Beijing urban planning Road Name Database program, performed spatial analysis and created thematic maps Ÿ

• Technical consultant for 3D Beijing urban planning system conference