To increase the quality of software answer generation and search results, Boris integrates specialized human domain knowledge with language AI software systems. This requires formalizing specialized human domain languages, which include causal relations. His applications of this are in searching for semiconductor products, searching for clinical study research papers, generating murder mystery gaming events, and an open source experimental contribution to Langchain's library. Boris's recent work experience is with startups and it intersects distributed systems engineering, data science, and language. Boris's start with data science was during his PhD research in Human Geography, focusing on human inequality metrics.