Research on the valuation of real estate. Development of Automated Valuation models (AVM) for real estate: - Investigate available datasources like data from BAG, VROM, Kadaster, Dataland, CBS, Geo/GIS, databases with houses for sale, etc - Investigate the quatity and usability of the data - Combining datasources into workable datasets - Development of Statistical models - Implementation of models - Research on Geo-data like TOP10NL, BAGProductdevelopment of AVM related products for websites, real estate appraissor, mortgage lenders and the consumermarket (B2B and B2C)Some specific projects:from 2008: Generate content for the SMS-service Woningwizard. Data is used from Kadaster, Dataland, CBS, AgentschapNL and NBWO.from 2008: Frequently research for AgentschapNL on the Energy Label for buildings

As consultant at Davinci Advies I mainly worked for NBWO (see current position):Research on the valuation of real estate and development of Automated Valuation models (AVM) for real estate; Productdevelopment of AVM related products for websites, real estate appraissor, mortgage lenders and the consumermarket (B2B and B2C); Statistcal modelling like development of credit score-modelsSome specific projects:Generated content for the SMS-service Woningwizard. Data is used from Kadaster, Dataland, CBS, SenterNovem and NBWO.Research for SenterNovem on the Energy Label for buildingsDeveloped score-models for FPS (Fraud Prevention System), for more information about FPS: http://www.davincigroep.nl/?id=154.Valuation and Revaluation of properties that serve as collaterals in mortgage portfoliosRisk-analysis on mortgage portfolios (loan-to-values)

Developing Automated Valuation Models and Computer Assisted Mass Appraissal (WOZ)