Visakh.
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WorkNDA

Nesh

Q&A platform for chemical sales companies — ingest product documents and let sales teams ask questions to understand offerings and close deals.

Why

Chemical sales teams need fast, accurate product knowledge—not another document dump. Nesh is a Q&A platform where company documents are ingested and salespeople ask questions in natural language to understand what they are selling. I was on a large engineering team and owned backend work to build ingestion repositories for new companies—pipelines that take chemical product information in and make it queryable for the sales workflow. The goal was grounded answers that help reps move conversations forward, not generic AI completions.

Tech

Node.jsOpenAINLPRAG

What's next

  • Expand evaluation metrics for retrieval quality
  • Fine-tune chunking and embedding strategies
  • Admin tooling for ingestion pipelines

Internal product — details shared under NDA. Reach out for context on my role and stack.

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