GABRIELLE POGGE

Strategic Operations | Business Operations | Decision Systems | Cross-Functional Execution
Gainesville, FL • Email • gabriellepogge.com • LinkedIn

SUMMARY

Strategic operations professional building decision infrastructure for business operations in complex environments.

I diagnose operational constraints, clarify signal in messy data, and design workflows and measurement systems that help teams prioritize and execute with confidence under uncertainty.

Experienced across research, analytics, and revenue-adjacent roles, with a focus on turning information into coordinated action.

CORE CAPABILITIES

Decision Infrastructure

  • Decision support & enablement

  • Measurement strategy & KPI definition

  • Prioritization frameworks

Systems & Operations

  • Process mapping & workflow design

  • Operational diagnosis & root-cause analysis

  • Feedback loops & governance

Cross-Functional Execution

  • Stakeholder alignment

  • Requirements gathering

  • Shared context creation

Analytics Translation

  • Data interpretation → action

  • Attribution & signal evaluation

SELECTED SYSTEMS & PROJECTS

Revenue Systems Diagnosis — Measurement & Decision Support

Analyzed revenue volatility and attribution ambiguity across channels, identifying how measurement choices distorted perceived performance and scaling decisions. Developed structured views linking short-term trends to long-term stability to support more deliberate resource allocation and planning decisions.

Revenue Research Program — Decision Framework Design

Designed a research-driven framework connecting strategic questions, assumptions, and data sources to clarify which signals were actionable versus noise. Improved cross-functional alignment around forecasting assumptions, prioritization, and growth planning decisions.

Complex Systems Analysis — Multi-Source Data Integration

Synthesized heterogeneous datasets into interpretable models and visualizations that supported real-world trade-offs and prioritization decisions rather than descriptive reporting alone. Emphasized transparency of assumptions, uncertainty, and downstream implications.

PROFESSIONAL EXPERIENCE

Research Assistant Scientist; University of Florida, Gainesville, FL (2024-2025)

  • Designed analytical workflows integrating multiple data sources to support decision-making for cross-functional research and program teams.

  • Built dashboards, documentation, and measurement frameworks that clarified signal in complex datasets and improved shared understanding of program performance.

Data Analyst; TriCom B2B, Dayton, OH (2023-2024)

  • Built dashboards and reporting pipelines supporting revenue visibility across marketing and sales channels

  • Diagnosed data quality issues affecting pipeline measurement and attribution

Academic Research Experience
Graduate Researcher → Postdoctoral Scholar;  University of Florida, Gainesville, FL (2014-2022)

  • Led multi-year research initiatives requiring coordination across collaborators, datasets, and analytical methods, translating complex findings into actionable insights for interdisciplinary teams.

  • Designed measurement frameworks, data pipelines, and reproducible analytical workflows to support reliable interpretation of complex behavioral and social systems.

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