Results, charted

Before-and-after changes from projects I led or analyzed. The charts animate as you scroll to them.

Measured change

Major incident response

Hagerty call center

Response started faster50%
Major issues identified faster70%

Supercar quote transfers

Hagerty, moved from a simple form to an integrated system

Fewer member callbacks25%
Less repeat data entry50%
Higher end-user satisfaction50%

High performance vehicle quotes

Hagerty, found with SQL and tracked in Tableau

Higher quote accuracy80%
Higher senior underwriter satisfaction50%
Faster quote closure30%

Call center issue triage

Hagerty, ServiceNow dashboards and Slack integrations

Shorter resolution times20%

Contract management automation

Gordon Food Service, ServiceNow Flow Designer

Less administrative workload40%

Quality control checks

Nexteer Automotive internship

Lower machine reject rates15%

Rates I hit

These are outcomes measured as a rate rather than a change.

99.9%

Integration success rate

Supercar quote transfers

99%

User satisfaction

Monthly release updates, Hagerty

80%

Impacted members called back within 2 hours

Major incident playbook

60%

Missing member emails collected in year one

Email collection reminders

How I got these

The same habits each time: find the real problem with the business, baseline it with data (often SQL and Tableau), write requirements with developers, run UAT with real users, and measure again afterward. The method behind it is Lean Six Sigma (DMAIC).