Simplex3D: U.S. Data & Product Platform

Building the U.S. data and product foundation for a 3D real-estate information platform.

I worked across product, data, spatial analytics, customer discovery, and U.S. market expansion for Simplex3D’s 3D real-estate platform.

From customer problem to product capability

At Simplex3D, I worked directly with architects, developers, brokers, engineers, appraisers, lawyers, and service providers to understand their workflows and translate them into data requirements, transformation logic, features, and roadmap priorities.

A major part of the role was building reusable U.S. data and product infrastructure instead of treating each market as a one-off GIS project. That included backend spatial workflows, automated update processes, reusable market templates, and market-specific data bundles using SQL, PostgreSQL/PostGIS, Python, APIs, and GIS tooling.

I also evaluated public and commercial sources for parcel, building, deed, mortgage, permit, zoning, and related property data. Those decisions required balancing quality, reliability, update burden, cost, integration complexity, and customer value.

  • Customer and stakeholder discovery

  • Reusable U.S. data infrastructure

  • Public and commercial data evaluation

  • Zoning, permits, violations, sales, FAR/TDR and development analysis

  • Python and SQL automation

  • Market-launch architecture and scaling

  • AI-assisted zoning and development-potential experimentation