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Automated Real-Time Sales Dashboard

Power BI dashboard pipeline integrating multi-source transactional databases.

200K+Records Processed
6SQL Databases
1Conference Paper
45msQuery Latency
Power BISQL ServerETL PipelinesDAX QueriesData Architecture

Overview

Presented at Sharda University International Conference 2025, this project integrates SQL Server ETL pipelines with a Power BI interface. The dashboard handles 200,000+ transactional rows across 6 regional databases with minimal query latency.

Problem Statement

  • How to unify fragmented sales databases across 6 regional subsidiaries?
  • How to minimize dashboard latency while dealing with 200,000+ records?
  • How to represent nested transaction hierarchies cleanly for C-level executives?

Data & Analysis

Initializing Interactive Dashboard...

Key Findings

10x

Latency Reduction

Index optimization and incremental refreshes cut dashboard query times by 90%.

6 to 1

Data Unification

Aggregated 6 separate relational databases into one normalized data warehouse.

DAX

Advanced Modeling

Custom time intelligence DAX calculations enable real-time year-over-year growth analytics.

2025

Conference Presented

Presented design pattern and data pipelines at Sharda University International Conference.

Skills Demonstrated

SQL Database ETLPower BI DAXRelational NormalizationC-Level ReportingPerformance Optimization