Machine LearningChatbot

Synthpanel Chatbot

An interactive AI chatbot application built with Streamlit to interact with Synthetic Customer Personas for Market research.

AzureStreamlit

Overview

End-to-end ML and LLM pipeline on Azure OpenAI and Streamlit that clusters 2,400+ Spanish consumer finance survey records into validated customer personas, instantiates them as interactive synthetic panellists with two-layer response validation and confidence scoring, and surfaces product-persona fit scores via an analyst-facing heatmap dashboard.


Features

  • Interactive Chat Interface: Built entirely with Streamlit, offering real-time responses.
  • Easy Deployment: Accessible globally via Streamlit Community Cloud.
  • Responsive Design: Works well across different devices and screen sizes.

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