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Coco Panda

Business Data Analyst
PROFESSIONAL SUMMARY

Business Data Analyst with 5+ years of experience translating operational, sales, and customer data into actionable insights. Skilled in SQL, Tableau, Power BI, Excel, and stakeholder requirements gathering, with a track record of improving reporting accuracy, reducing manual work, and supporting data-driven decisions across business teams.

SKILLS
SQL
Tableau
Power BI
Microsoft Excel
Business Analysis
Data Quality Analysis
Reporting & Analytics
Python
Agile Collaboration
PROFESSIONAL EXPERIENCE
Northstar Retail Group
Retail AnalyticsOmnichannel Operations
Chicago, IL
Business Data Analyst
SQL ReportingKPI Dashboards
Sep 2021 - Present
  • Built Tableau dashboards tracking sales, inventory, and customer retention KPIs, reducing weekly reporting preparation time by 38% across regional operations.
  • Partnered with finance, merchandising, and product teams to define reporting requirements and standardize 24 core business metrics across departments.
  • Analyzed transaction and loyalty data using SQL, identifying pricing and promotion trends that supported a 6% lift in repeat purchases.
  • Improved data quality checks for sales reporting tables, decreasing reconciliation errors by 31% and accelerating month-end close reviews.
CivicPoint Solutions
SaaSPublic Sector Technology
Milwaukee, WI
Data Analyst
Business IntelligenceCustomer Analytics
Jun 2019 - Aug 2021
  • Created recurring Power BI reports for customer success leaders, improving visibility into adoption, renewals, and support case resolution performance.
  • Gathered business requirements from 15 internal stakeholders and converted them into report specifications, acceptance criteria, and dashboard prototypes.
  • Queried customer usage data in SQL to segment accounts by engagement level, helping prioritize outreach for a $1.8M renewal portfolio.
  • Automated Excel-based reporting templates with Power Query, reducing manual data consolidation from eight hours to two hours each month.
SELECTED PROJECTS
Executive KPI Scorecard Redesign - Business Data Analyst
Feb 2024 - May 2024
  • Designed an executive KPI scorecard consolidating sales, churn, margin, and inventory metrics into one Tableau dashboard for monthly leadership reviews.
  • Reduced conflicting metric definitions by documenting calculation logic and validation rules, improving stakeholder trust in recurring business performance reporting.
Customer Retention Analysis - Data Analyst
Aug 2023 - Nov 2023
  • Analyzed customer purchase patterns and support interactions to identify segments with elevated churn risk and declining product engagement.
  • Delivered findings to marketing and customer success teams, supporting targeted retention campaigns that improved outreach prioritization and follow-up efficiency.
EDUCATION
University of Wisconsin-Madison
Business AnalyticsInformation Systems
Madison, WI
Bachelor of Business Administration in Information Systems
Sep 2015 - May 2019

Focused on business analytics, database management, statistics, and operations management.

CERTIFICATIONS
Microsoft Certified: Power BI Data Analyst Associate - Microsoft
Apr 2024
Tableau Certified Data Analyst - Tableau
Oct 2023

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