DataFusion

What it does

Our advanced AI/ML web application is designed for comprehensive data analysis, visualization, and machine learning. It automates complex tasks such as data cleaning, transformation, and analysis, enabling users to efficiently extract valuable insights from their data. The app supports semi-prompt-based interactions, with plans to evolve into a fully prompt-based interface similar to AI tools like ChatGPT and Gemini using Gemini API
The app is structured around three key models:
Model 1 Alpha: This model focuses on data analysis, performing tasks typically handled by data analysts and data engineers. It includes data cleaning, transformation, and visualization. The Gemini API is integrated here to suggest the most appropriate visualizations based on the dataset, guide users through data interpretation, and offer AI-driven insights.
Model 2 Beta: This future model will focus exclusively on creating sophisticated visualizations, akin to Power BI, generating detailed dashboards and visual reports.
Model 3 Gamma: Tailored for the e-commerce sector, this model automates the entire data process, from cleaning to visualization, while the Gemini API provides actionable insights to help users optimize sales and daily operations. It identifies trends, suggests strategies, and offers recommendations to improve business performance.
In addition to these models, the app offers features custom analysis requests, PDF report generation, and a real-time chat interface for data insights.