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Real impact through data, automation, and visualization.

Market Research for US transportation Management Systems

Independent Publication2024

The goal of this research is to explore the US Transportation Management Systems (TMS) market to provide industry professionals with insights for informed decision-making and understanding TMS's transformative impact on logistics and transportation.

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Market ResearchReportingData Analysis

VectorHealth - AI-Powered OHRS Assistant

Personal Project2025

An OHRS Assistant that helps Ontario hospitals, LTC homes, community health centers, and reporting teams interpret the OHRS Appendix A–D v12.0 standards with citation-backed answers.

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PythonOllamaFastAPI on backendTypeScriptNext.js on frontend

Climate Risk & Facility Maintenance

City of Hamilton • Mohawk College2024

A simple, lightweight command-line weather app that shows current conditions and a 5-day forecast specifically for Hamilton, Ontario, Canada.

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PythonStreamlitPredictive AnalyticsClimate Data