About VRJ Associates, LLC

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Until April 2026 VRJ Associates, LLC was the business entity for Anna van Raaphorst-Johnson and Richard H Johnson, a husband-wife consulting team. We designed, prototyped and implemented communications projects.

VRJ Associates, LLC, was a limited liability company incorporated in the State of California in 2024.

Our website was vrjassociates dot us.

We specialized in communications projects in the following information domains:

  • Technology and science
  • Languages, linguistics and culture/community
  • History and genealogy

and provided project opportunities like the following:

  • Designed and implement RAG processing projects that used DITA/xml knowledge bases
  • Added to the understanding and tool sets used by AI practitioners and content providers
  • Analyzed AI (Artificial Intelligence) prompts vs. user queries and edited existing information topics or created new ones based on documentation gaps
  • Contributed context and content used in ML (machine learning) training projects

and had the following characteristics:

  • Made use of both of our skillsets, areas of expertise, and prior experience
  • Were part of a larger team effort but would allow us to work mostly offsite
  • Could be prototyped to help ensure maximum quality and customer satisfaction
  • Were scheduled to be completed in 3-6 months

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We were formerly VR Communications, Inc and LLC

Anna and Dick also did business as VR Communications, which was a sole proprietorship (1993-1995), incorporated in California (1995-2016), and re-registered in 2016 as an LLC. VR Communications’ corporate websites were vrcommunications dot com and vrcommunications dot us. VR Communications unincorporated in 2022.

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