Projects

Selected analytics and reporting work

Detailed case-study previews focused on problem framing, practical tooling, and decision-support outcomes.

Hospital decision support environment

Problem: Operational and funding decisions relied on fragmented metrics with inconsistent refresh and validation.
Approach: Designed structured reporting layers, aligned metric definitions, and implemented QA-driven refresh routines for recurring dashboards and reports.
Outcome: Delivered a stable decision-support reporting cadence and improved trust in recurring performance metrics.

SQLPower BISSRSData Validation

Applied analytics competition

Problem: Teams needed a practical way to extract measurable blast insights from field video sources.
Approach: Built a Python/OpenCV pipeline to detect and summarize key blast-event observations for analysis.
Outcome: Secured 3rd place by delivering a concise analytics pipeline and communicating outcomes clearly.

PythonOpenCVData ProcessingPresentation

Independent research project

Problem: Stakeholders needed a structured view of TMS trends, adoption drivers, and vendor landscape signals.
Approach: Combined market research synthesis and comparative analysis into a decision-oriented report format.
Outcome: Produced an actionable summary used to support technology and strategy discussions.

ResearchData AnalysisReportingVisualization

Applied academic project

Problem: Facility planning teams lacked a simple, data-backed view of climate-related maintenance risk.
Approach: Developed an interactive dashboard combining forecast and facility context to guide maintenance prioritization.
Outcome: Demonstrated a practical framework for translating environmental data into maintenance action.

Power BIPythonPredictive AnalyticsData Modeling