ShubhamShirsekar/Synthpanel
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
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Mar 14, 2026
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