AI Redevelopment Plan with Automated Design

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I’m redeveloping an under-utilised site into a vibrant mixed-use destination that blends residential, commercial and recreational facilities. The project hinges on an AI-first workflow: automated design processes will turn raw data into test-fit layouts and concept schemes so early decisions are informed, fast and defensible. Scope The datasets on hand span demographic shifts, live market-trend feeds and detailed environmental-impact studies. They will drive the generation of multiple design iterations—parametric massing, unit mixes, daylight and energy simulations—until we converge on a concept that balances density, livability and sustainability across homes, retail and leisure spaces. Key activities • Ingest and clean the three data streams, exposing actiona...

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