I work with digital twin style knowledge systems too, so I care a lot about preserving expertise, making decisions reusable, and keeping security in view from the start. If you want, I can walk through the idea from either the technical or career angle.
About
Vivek Singhal is a recruiter focused on Engineering Design, STEM Education, Technical Research, and career coaching. His LinkedIn background describes 20 years in IT across programmer, architect, and director roles, with experience in SaaS platforms, integration, ETL, search, and web technologies in retail and e-commerce.
He also works with AskSila, a conversational system positioned around user-controlled knowledge and data controls. The website describes file and voice input features, real-person escalation, and the ability to delete data when requested, along with claims that conversations and knowledge are not used to train models for others.
