Twosigmaplus.com serves as a window to share my thoughts on the LiDAR mapping industry in general, as well as my knowledge and technical know-how on terrestrial and aerial LiDAR Mapping products and projects.

Responsible for sales and channel dev/mgt for US West region. The team achieved full year growth target in three quarters. That about sums it up.

Took on the job at the start of 2017, to build and lead the GVI US team and spearhead the company's effort going international. From nothing to multi-million dollar annual sales, this was an incredible 4-yr journey and I'm grateful for such an awesome opportunity.

- help to conduct background research on potential investment targets- assist in investment viability assessmentNotable Investment Participated:- PayTM (2017)

Responsible for background research, due diligence, information design, and working with our CIO, CMO (China), and partners to design and structure the products to best suit our investors.CIEEG, we connect Chinese capital with investment opportunities across the globe.

•Leading an experimental project to test the effectiveness of using UAS for very-detailed (species) mapping of invasive trees in American Samoa.•Working with UC Berkeley Woody Biomass Utilization group to build the first comprehensive and authoritative spatial database for the woody biomass utilization industry in California and Southern Oregon.•Design and help to implement special mapping projects, e.g. invasive plants, for local Pacific island forestry programs using new technology such as Unmanned Aerial System (UAS).• Design, manage, and work with external partners to implement the Pacific Island Vegetation Mapping (PIVM) project to produce detailed landcover data using high-resolution aerial and satellite imagery.• Designed, built and managed the California Insect and Disease Database and Atlas (CAIDA); now work with FHTET to develop the updated national version renamed to Forest Pest Observation Database Application.• Provide technical assistance and workshop for the US affiliated Pacific Islands on Statewide Assessment of Resource and Strategy (SWARS) projects, now called the Forest Action Plans.• Provide general technical training and support to Pacific island state forestry offices and help to build local GIS and Remote Sensing capacities.• Provide technical support to USFS R5 Aerial Detection Survey (ADS) and other SPF programs.• Design and produce multimedia communication products and materials for all SPF programs.

• Design, manage, and work with external partners to implement the Pacific Island Vegetation Mapping (PIVM) project to produce detailed landcover data using high-resolution aerial and satellite imagery.• Designed, built and managed the California Insect and Disease Database and Atlas (CAIDA); now work with FHTET to develop the updated national version renamed to Forest Pest Observation Database Application.• Provide technical assistance and workshop for the US affiliated Pacific Islands on Statewide Assessment of Resource and Strategy (SWARS) projects, now called the Forest Action Plans.• Provide general technical training and support to Pacific island state forestry offices and help to build local GIS and Remote Sensing capacities.• Provide technical support to USFS R5 Aerial Detection Survey (ADS) and other SPF programs.• Design and produce multimedia communication products and materials for all SPF programs.

• Designed, managed, and worked with external partners to implement the Pacific Island Vegetation Mapping (PIVM) project to produce detailed landcover data using high-resolution aerial and satellite imagery.• Provided general technical training and support to Pacific island state forestry offices and helped to build local GIS and Remote Sensing capacities.• Designed overall strategy and protocol for Hawaii GAP vegetation mapping and its accuracy assessment; also developed customized database tools to facilitate data processing and analysis.• As main team member worked on the California Land Cover Monitoring and Mapping Project (LCMMP).• Provided technical support to USFS R5 Aerial Detection Survey (ADS) as well as other SPF programs.• Designed and produced multimedia communication products and materials for all SPF programs.

• Contributed as a key team member to the California Land Cover Monitoring and Mapping Project (LCMMP).• Participated in the US affiliated Pacific Islands Vegetation Mapping and Monitoring Project.• Developed customized ArcView extension for classification accuracy assessment.• Built customized tools in ESRI ArcInfo and ArcView.• Created customized database programs for LCMMP.• Performed GIS tasks including map production, data (raster and vector) processing and management, and spatial analysis and modeling using ArcView 3.x, ArcInfo, and ArcGIS.• Conducted field data collection using GPS, aerial photo interpretation, and digital imaging processing and analysis using ERDAS IMAGINE, eCognition and other remote sensing tools for landcover classification and change detection.