Kapil Chauhan's Posts | ContraPosts by Kapil Chauhan

Kapil Chauhan

Production AI for insurance and healthcare teams

7: Followers

Followed by Moch Virgiawan C, Ignacio R, and Mojtaba K

Delhi, India

Work Posts Services About

Delhi, India

Add a new post

Share ideas, connect with others, and expand your reach.

Recent Trending

Kapil Chauhan

• 6h

A RAG answer can cite the right document and still add an unsupported instruction.

For Shamrock Marketing, I built technical knowledge retrieval with Azure AI Search and Azure OpenAI, using product and workflow metadata plus document and page citations.

Here's a test I'd include...

rag AI Engineer Azure

kapilchauhan.netlify.app

Shamrock Marketing: Technical knowledge RAG | Kapil Chauhan

A citation-backed RAG system for standards, workflows, and product knowledge

Kapil Chauhan

• 1d

Quantity and unit price can swap places without changing an invoice total.

At Procys, my document AI work connects OCR and LLM layout reasoning with deterministic validation, field confidence and exception review.

Here's a test case I'd include before connecting a new supplier...

AI Engineer ocr aidocumentprocessing

kapilchauhan.netlify.app

Procys: Document intelligence | Kapil Chauhan

Production LLM agents for document processing and identity verification

Kapil Chauhan

• Oct 18

When I scope clinical AI, I separate drafting from rule-based checks.

In Arogya, typed or dictated rounds become editable AI drafts with the original source preserved. Deterministic rules handle checks such as allergy conflicts and abnormal-lab flags. Clinicians review and...

healthcare AI Engineer AI Automation

kapilchauhan.netlify.app

Arogya / Aurora EHR: AI for inpatient care | Kapil Chauhan

Production hospital and EHR platform that accelerates rounds, documentation, records, and care operations with clinician-reviewed AI.

Kapil Chauhan

• Oct 17

Some RAG questions should end with a request for a missing source.

For Shamrock Marketing, I built retrieval over technical PDFs and standards using Azure AI Search and Azure OpenAI. Answers link back to document and page citations.

When scoping this kind of assistant, I'd include...

rag AI Engineer Azure

kapilchauhan.netlify.app

Shamrock Marketing: Technical knowledge RAG | Kapil Chauhan

A citation-backed RAG system for standards, workflows, and product knowledge

Kapil Chauhan

• Oct 16

An invoice can add up perfectly and still belong to the wrong supplier.

At Procys, my document-processing work combines OCR and LLM layout reasoning with deterministic validation and checks against existing records.

When I evaluate this kind of pipeline, I'd include two suppliers...

AI Engineer ocr aidocumentprocessing

kapilchauhan.netlify.app

Procys: Document intelligence | Kapil Chauhan

Production LLM agents for document processing and identity verification