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powerbi / dataProductionPOWER BI

TechMart 6-Page Sales Dashboard

Global Analytics & Performance Monitoring

Enterprise-grade 6-page Power BI dashboard analyzing TechMart's global sales performance across Jan–Jun 2023. Implements sophisticated multi-page architecture with specialized views: Comparison page for regional and team benchmarking, Trend page for time-series analysis and category contribution insights, KPI page for executive-level metrics with MoM tracking, Detail page for granular drill-downs into country-product matrices, Advanced page featuring salesperson efficiency analysis with outlier detection and anomaly identification, and Contribution page for team attribution. Features interactive visualizations including horizontal bar charts, column charts, pie charts, scatter plots, and waterfall charts. Includes advanced analytics like outlier detection (high ships, low sales) and salesperson profile drill-through capabilities. Data-driven insights on sales trends, team performance, regional variance, and product profitability. Built with optimized DAX measures and calculated columns for performance across 210K+ transactions.

Post
Case study snapshot
Role
Full-stack/data builder
Audience
analysts, students, and technical reviewers
Timeline
2025-04
Role
Full-stack/data builder
Audience
analysts, students, and technical reviewers
Date
2025-04
Problem

Why it mattered

6-page executive dashboard; Multi-level drill-down analytics; Outlier detection for performance issues; Geographic and team performance tracking; KPI monitoring with trend analysis; Actionable sales insights

Solution

What shipped

Enterprise-grade 6-page Power BI dashboard analyzing TechMart's global sales performance across Jan–Jun 2023. Implements sophisticated multi-page architecture with specialized views: Comparison page for regional and team benchmarking, Trend page for time-series analysis and category contribution insights, KPI page for executive-level metrics with MoM tracking, Detail page for granular drill-downs into country-product matrices, Advanced page featuring salesperson efficiency analysis with outlier detection and anomaly identification, and Contribution page for team attribution. Features interactive visualizations including horizontal bar charts, column charts, pie charts, scatter plots, and waterfall charts. Includes advanced analytics like outlier detection (high ships, low sales) and salesperson profile drill-through capabilities. Data-driven insights on sales trends, team performance, regional variance, and product profitability. Built with optimized DAX measures and calculated columns for performance across 210K+ transactions.

Impact

Proof signal

6-page executive dashboard; Multi-level drill-down analytics; Outlier detection for performance issues; Geographic and team performance tracking; KPI monitoring with trend analysis; Actionable sales insights

< architecture />

System flow

Data Extraction -> DAX Measures -> Multi-page Modeling -> Interactive Drill-through -> Outlier Detection -> Executive Dashboards.

Data Extraction
DAX Measures
Multi-page Modeling
Interactive Drill-through
Outlier Detection
Executive Dashboards
Visual architecture
01
Data Extraction
02
DAX Measures
03
Multi-page Modeling
04
Interactive Drill-through
05
Outlier Detection
06
Executive Dashboards
quality score

Honest maturity snapshot

Code Quality7/10
UI / UX7/10
Scalability8/10
Production Ready7/10
Before

Raw datasets, disconnected metrics, and hard-to-scan findings.

After

A structured analysis or dashboard with clear KPIs, visual patterns, and decision-ready insights.

capabilities

Features

  • Power BI integrated into the workflow.
  • DAX integrated into the workflow.
  • Data Modeling integrated into the workflow.
  • Excel integrated into the workflow.
  • Data Extraction stage documented in the delivery flow.
  • DAX Measures stage documented in the delivery flow.
tradeoffs

Engineering challenges

  • Keeping the implementation clear enough to explain while still solving the core technical problem.
  • Choosing a scope that could be shipped, tested, and documented.
  • Turning technical work into proof a visitor can evaluate quickly.
proof

Results

  • 6-page executive dashboard; Multi-level drill-down analytics; Outlier detection for performance issues; Geographic and team performance tracking; KPI monitoring with trend analysis; Actionable sales insights
  • Documented the engineering path and important learnings.
  • Prepared the project for stronger public proof.
reflection

What I learned

  • Tradeoff learned: Keeping the implementation clear enough to explain while still solving the core technical problem.
  • Proof learned: 6-page executive dashboard; Multi-level drill-down analytics; Outlier detection for performance issues; Geographic and team performance tracking; KPI monitoring with trend analysis; Actionable sales insights
  • Next iteration: Add richer screenshots or a narrated demo.
< stack />
Power BIDAXData ModelingExcelBusiness IntelligenceInteractive Analytics
Dataset: 210K+ global sales transactions (Jan-Jun 2023)
< next iteration />

Future improvements

Add richer screenshots or a narrated demo.
Add before/after metrics and usage notes.
Package the project as a reusable template or deployable demo.