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Case studies

Case studies

Research into images and evidence, followed by the systems I build for businesses. Each case study follows a different problem through to the result and what still needs work.

Research / data, experiments & evaluation

01Research / 2025–presentMTL ArchivesFrom public records to visual search and a daily game, with 2.66 million social views and a much smaller website audience.13,499 serving records · 2.66M social views, January–July 202602Research / 2026–presentPortMind81,202 activity snapshots across six cameras, and the evaluation work needed to distinguish a model score from a trustworthy result.Six cameras · 81,202 activity snapshots · Label-provenance audit

Client work / operations & mobile workflows

03Client work / March 2026–presentDiane Party RentalsReplacing a Wix site and manual payment tracking, then connecting rental bookings to inventory, suppliers and delivery.$5,032.66 gross payment volume · April–September 202604Client work / February 2026–presentStarthomeAn Expo inspection app for Québec, connecting offline capture, human review, tenant participation and reports.Mobile workflow engineering · No verified adoption metrics reported