“Building an AI-Powered Data Insights Dashboard: From Raw Data to Intelligent Decisions”

See how to build an AI dashboard using Python and OpenAI to clean data, visualize trends, and generate plain English insights and recommendations from raw business data.

Overview

In this 8-minute talk, I’ll demonstrate how I built an AI-powered analytics dashboard that transforms raw business data into actionable insights using Python, OpenAI API, and Streamlit. The project automatically cleans data, generates visualizations, and uses generative AI to summarize trends and suggest data-driven recommendations in plain English.

Attendees will see how simple scripts can connect LLMs to everyday analytics workflows—making complex data storytelling accessible to anyone. I’ll also share how to deploy the app and optimize it for real-time user queries.

Tech stack