NovaAnalytics - AI-Powered Business Intelligence
Automated data ingestion, predictive revenue forecasting, and executive reporting dashboards.
Project Overview & Objectives
NovaAnalytics turns multi-million row operational datasets into actionable executive insights. Genius Tech Services designed and built both the high-performance visualization dashboard and scalable analytical backend.
The Challenge
Query aggregations on customer cohort datasets were taking up to 45 seconds, crashing browser tabs and frustrating corporate decision-makers.
Engineering Solution
Designed a real-time analytics engine utilizing ClickHouse column-store databases, FastAPI Python query microservices, and React virtualized charting components.
Key Features Delivered
- ✓Instant query responses across 50M+ transaction records
- ✓Interactive cohort retention analysis and churn prediction
- ✓Automated executive PDF summary generation and email delivery
- ✓Custom SQL query builder with schema autofill assistance
- ✓Multi-tenant data isolation with encrypted columnar partitions
Architecture & Tech Stack
Engineered using industry-standard tooling selected specifically for scalability and maintainability.
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