This project uses Google Gemini 2.5 Flash as the reasoning engine and a collection of Python analytical tools to provide:
Natural language querying of query data Business-focused insights and interpretations Data quality analysis Filtering and grouping Percentage and share calculations Ranking and trend analysis Open queries monitoring Team performance analytics
Instead of giving raw numbers, the application translates analytical results into meaningful business insights.
Leo Mashapa
Data Analyst | BI Enthusiast | Founder of Mashapa Analytics
"Turning data into actionable business intelligence through AI-powered analytics."