Dhan AI projects
Dhan AI / HEALTHCARE NLPProduction experience

Hospital Help-Desk Conversations & Clinical NLP

A hospital help-desk chatbot built with Rasa, alongside ClinicalBERT adaptation work for project requirements.

RasaClinicalBERTNLP
SYSTEM OVERVIEW
the pieces, connected.
User message (Hospital help desk) → Chatbot conversation (Rasa) → Help-desk response (Conversational assistance)

A public sketch of the documented components and workflow. Internal interfaces are omitted.

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THE PROBLEM

Where the work started.

The work called for a conversational interface for a hospital help desk and adaptations to a clinical language model.

MY CONTRIBUTION

What I built.

  • Developed a hospital help-desk chatbot with Rasa.
  • Adapted ClinicalBERT according to project requirements.
THE RESULT

Developed a hospital help-desk chatbot and adapted ClinicalBERT to project needs.

Selected work from my engineering role at Dhan AI.

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