Cyclistic ride-share analysis
Completed case study
4.29 million cleaned rides, compared across duration, weekday, and season to inform membership ideas.
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THE WORK
Questions worth answering.
Systems worth improving.
A closer look at my analysis, reporting, and operational projects. Each case study explains the problem, the work, and where it stands.
US traffic accident analysis
Completed case study
7.7 million reported incidents, examined through time, weather, and geography.
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Overtime requests, without the back-and-forth
Deployed application
A Slack workflow for requests, approvals, shift availability, and a recorded decision history.
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Aircraft maintenance reporting that helps people act
Working reporting workflow
Joining supported aircraft, open deferrals, and flight schedules to identify maintenance opportunities.
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Six station inventories, one usable process
Built application and reporting workflow
Standardized records, matched updates by serial number, and built an interface for intake, installation, and inventory review.
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Putting a cost around a workforce bottleneck
Proposal and financial model
A scenario model comparing wage investment, avoided replacements, and management capacity.
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Bringing a fragmented workstation together
Paused pending engineering review
A modern workspace connecting a 3D asset view, alarms, reports, and parts references.
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A clearer path for facility changes
Process and documentation package
A request and approval process designed to address disputed facility changes and rework.
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Making noisy radio traffic searchable
Built transcription pipeline
Audio segmentation, competing preprocessing profiles, transcript selection, and domain vocabulary correction.
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