James Washington
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App

Government contract opportunity radar with 3D embedding map

Finds government contracting opportunities that match a business and shows them on an interactive 3D map of similar opportunities.

built Feb 2025 updated Dec 2025 Letting AI make calls, safely

how it works

SAM.gov ingest, Voyage embeddings in pgvector for semantic search and recommendations, UMAP projection rendered with React Three Fiber, Stripe subscriptions.

App: A complete application.

3d-visualizationembeddingsgovtechpgvectorumap

related

  • CERT community asset map App A map of community resources.
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