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Data &

Analytics

Develop analytics and dashboards to drive operational improvements, uncover new opportunities, and predict trends. Whether it’s refining processes or identifying profit drivers, I bring a data-driven approach to enhance business performance.

Experience / Results

DATA DEMOCRATIZATION

COLLABORATIVE KPIs

TAXONOMY

DECISION
TOOLS

ANALYTICS-BASED FORECASTING

Developed a self-service analytics platform that empowered non-technical teams to access real-time data and generate reports independently. This democratization of data led to a 50% approximated increase in data-driven decisions across departments and improved overall operational agility, transforming the culture and required skills to perform.

Created and implemented collaborative KPIs between Production and Vendor Management teams, establishing strategic performance metrics that fostered accountability and competition. This initiative drove each team to exceed their targets, resulting in 8% annual sourcing savings while simultaneously improving diversity and sustainability vendor performance metrics.

Developed a company taxonomy structure that standardized reporting, streamlined buying analysis, and led to significant cost savings by improving data accuracy and accessibility across multiple departments to improve negotiations and pricing strategies.

Built the logic behind size distribution tools based on statistical selling curves, grouping store commonalities to optimize inventory replenishment. This tool continuously enhanced distribution accuracy with each shipment, improving stock allocation and reducing excess inventory.

Spearheaded the transition to analytics-based forecasting across global supply chain operations, integrating real-time data analytics and predictive modeling to improve forecast accuracy within 3% variance. This transformation reduced overstock risks and minimized out-of-stock occurrences, driving operational efficiency and profitability

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Let's Get
Things Done.

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© 2025 by Emmy Gottschalk

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