01 — Portfolio
End-to-end Tableau dashboard tracking $8M quarterly revenue across 12 regions. Reduced reporting time from 3 days to 20 minutes.
image: in content.tsLogistic regression on 200K subscriber records. Saved an estimated $1.2M in annual churn through targeted retention campaigns.
image: in content.tsIdentified 22% checkout drop-off via cohort analysis in BigQuery. A/B tested fixes that raised conversion by 9%.
image: in content.tsUniversity of Findlay
Part of a larger group research project at the University of Findlay, where each member investigated a unique research question using shared survey data. My individual question explored whether team effort is a statistically significant predictor of project effectiveness. I independently collected, digitized, cleaned, and modelled the data using a full Python-based pipeline, then formally presented my findings to a faculty committee and peers.
image: in content.tsClefs Music School
A fully self-built, production-deployed music theory game used by real students at Clefs Music School. Players identify notes rendered on an SVG musical staff across three adaptive difficulty levels — with a configurable timer, live score tracking, and mnemonic hints.

Revive Worship
A full multi-track recording and production project capturing a live Revive Worship session. Currently in active mixing — layering additional instruments, refining dynamics, and shaping the final sound using Logic Pro and professional UA plugins.
image: in content.ts02 — Creative
Original worship arrangements composed and performed for congregational services at NKM Ministries and University of Findlay campus ministry.
✦ Led 4+ years of weekly worship experiences
Classical and contemporary piano performances, including recitals and live ministry worship sessions across multiple venues.
✦ Grade 8 Piano — Trinity College London (2021)
[ Describe your photography style, subjects, or projects here. Street photography, portraits, travel, etc. ]
[ Theological essays, blog posts, research reflections, or any written creative work. ]