Developed a GIS-based Executive Information System. Conducted a series of GIS-based “alternative futures” analyses to score the real estate investment attractiveness of the largest 50 metropolitan areas in the U.S. based on various investment themes (e.g., quality of life measures). Click on Solutions.
Designed a system for evaluating retail investment opportunities nationwide.
Invited by the CEO to conduct a one-day workshop for the twelve leading corporate department heads on GIS-related strategic business opportunities.
Conducted a workshop for all department heads on strategic business opportunities, undertook a detailed evaluation of existing GIS tools and data bases, and recommended enhancements to those systems.
Invited to lecture Fannie Mae staff on the potential uses of GIS technology at all levels of operations, from mortgage purchases through packaged CMOs.
Creation of an online municipal information system, including surveying, conversion of municipal facilities maps into intelligent graphics, and real time connectivity to revenue collections and various other themes, for the City of Visakhapatnam, India
Large-scale land base mapping on 1:2000 scale using aerial photographs covering an area approximately 2,000 square kilometers, for the Directorate of Land Revenue and Settlement Department (DLRS), Government of Mizoram, India.
Audited the features-functions-benefits of CCIM’s online GIS ( “Site to Do Business”) and recommended various enhancements – not only for CCIM but also for other affiliates (e.g., the National Association of Realtors).
Development of digital land base maps inclusive of planimetric topographic and cadastral features, with raster to vector conversion, photogrammetric techniques for stereo compilation, and ortho-photo processing.
Building an information System for 324 cities (1st Phase) in India using IKONOS images, rendering these images intelligent and integrating various data base attributes.

MetLife Realty Group [now BlackRock]
Pizzuti Development Inc., Columbus, OH
Grosvenor Americas Inc., San Francisco, CA
RREEF, San Francisco, CA
Metric Realty [now BlackRock], Foster City, CA

CB Commercial [now CB Richard Ellis]
Edward S. Gordon Company, Inc.
Staubach Retail Services [now SRS]
The Swearingen Company

Fannie Mae
Land Information Alberta
Real Estate Board of Greater Vancouver
Metropolitan Transportation Commission

Urban Land Institute
National Council of Real Estate Investment Fiduciaries
Appraisal Institute
American Society of Real Estate Counselors
Certified Commercial Investment Member Institute
National Association of Realtors
International Association of Assessing Officers

REIT Value
Ultimate Geographic Search Engine (UGSE)
Market Monitor

Dubai Municipality, UAE
City of Oranjewoud, The Netherlands
City of Ottawa, Canada
City of Dallas, USA
DLRS, Government of Mizoram, India
Indian Institute of Remote Sensing, DehraDun, India
National Remote Sensing Agency, ISRO, India
City of Visakhapatnam, Andhra Pradesh, India
Ministry of Environment and Forests, Government of India
Department of Ocean Development, Government of India
Bahrain Telecommunications, Oman
Reliance Communications, India