My Journey

With a strong foundation in data interpretation and visualization, I apply analytical thinking to uncover actionable insights that drive business decisions and learning effectiveness. My background in finance, instructional design, and technology gives me a unique perspective on using data to enhance user experience, performance, and organizational impact.

My Approach

I approach analytics not just as numbers, but as stories waiting to be told. I focus on translating raw data into clear, impactful visuals and narratives that help stakeholders make confident, informed decisions. Whether supporting global learning operations or executive strategy, I design data solutions that serve people, not just processes.

Key Skills & Tools

  • Data Analysis: Microsoft Excel, R-Programming, PostgreSQL, SQL
  • Visualization: Tableau, Microsoft Power BI, Google Looker Studio
  • Learning Analytics: Workday LMS, Cornerstone, Xyleme LCMS
  • Programming: R, HTML, JavaScript (for dashboard integration)
  • Other Tools: GitHub, LMS data exports
  • Completed Projects - Business and Data Analytics

    Learning Analytics & Catalogue Optimization Project

    My Role: Senior Learning Services Specialist

  • Extracted and analyzed learning engagement data from internal LMS platforms.
  • Provided stakeholders with data-driven reports to inform content lifecycle and system usage.
  • Used Power BI and Looker Studio to create dashboards that tracked course performance and learner behavior.
  • Project Outcome

    Successfully optimized the learning catalogue by leveraging data insights to drive strategic decision-making. Extracted and analyzed learner engagement data from internal LMS platforms, identifying trends that informed content updates and decommissioning decisions. Delivered impactful, data-driven reports and interactive dashboards using Power BI and Looker Studio, enabling stakeholders to monitor course performance and learner behavior in real time. The project led to a reduction in outdated or underperforming content and improved alignment between learning offerings and business needs.

    Learning MetaData Consolidation Project

    My Role: Business Analyst

  • Built data visualizations using R as part of certification projects.
  • Explored learner datasets for pattern recognition and hypothesis testing.
  • Used Excel and SQL to perform ETL-style workflows for real-world scenario simulations.
  • Project Outcome

    Successfully consolidated and analyzed complex learning metadata to support certification alignment and data-driven decision-making. Utilized R to develop data visualizations that uncovered learner behavior patterns and supported hypothesis testing. Applied Excel and PostgreSQL in ETL-style workflows to simulate real-world data scenarios, enhancing data accuracy and accessibility. The project improved the reliability of learning analytics, enabled more informed content strategy decisions, and contributed to the standardization of metadata across learning platforms.