VRJ Associates, LLC is the business entity for Anna van Raaphorst-Johnson and Richard H Johnson, a husband-wife consulting team. We design, prototype and implement communications projects.

VRJ Associates is a limited liability company incorporated in the State of California in 2024.

We specialize in freelance (paid) and pro-bono (volunteer) communications projects in the following information domains:

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

and provide project opportunities like the following:

• Design and implement RAG processing projects that use DITA/xml knowledge bases
• Add to the understanding and tool sets used by AI practitioners and content providers
• Analyze AI (Artificial Intelligence) prompts vs. user queries and edit existing information topics or create new ones based on documentation gaps
• Contribute context and content used in ML (machine learning) training projects

and have the following characteristics:

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

We’re formerly VR Communications, Inc and LLC

Anna and Dick have also done 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.