╱ Case studies
Real results,
real clients.
Computer vision, AI image detection, and LLM automation projects, plus the websites we build and maintain for small businesses, with the numbers from each build.
AI-Generated Image Detection for Insurance Claims
Vladimir M., insurance fraud detection proof of concept
Delivered a proof of concept that scores uploaded claim photos for the likelihood they were AI-generated, using the CO-SPY detection method (CVPR 2025), deployed on AWS with a shareable demo.
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Real-Time Computer Vision for Poker Game-State Capture
Xabier, poker technology project
Built the capture pipeline and region-of-interest framework for a real-time poker vision engine: 67 FPS capture at 14 ms mean latency on a compact Intel NUC, with zero dropped frames.
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Website Rebuild for Philadelphia RowHome Magazine
Philadelphia RowHome Magazine, a neighborhood lifestyle publication
In progress: a ground-up rebuild of a Philadelphia neighborhood magazine's WordPress site, with a new editorial design, topic and neighborhood navigation, subscriber login, and a structure built for a growing archive.
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Shopify Build and Maintenance for a Chef-Run Meal-Prep Club
Horseman Wellness Club, chef-run meal prep with weekly orders and pickup
Set up and maintain the Shopify storefront for a chef-run meal-prep club: weekly meal-prep ordering with a Friday cutoff, pickup orders, and a photography-led brand that matches the kitchen.
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Direct-Booking Website for a Siesta Key Vacation Rental
Jorge, owner of a two-bedroom rental in Siesta Key, Florida
Designed and built an editorial-style website for a renovated Siesta Key condo, giving the owner a fast, shareable home for the property outside the listing marketplaces.
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Shopify Storefront Maintenance for a Weekly Meal-Prep Delivery Business
Performance Meal Prep, meal delivery across Philadelphia, New Jersey and Delaware
Ongoing maintenance of a Shopify storefront that runs on a weekly order cycle: menu and collection updates, delivery-cutoff messaging, theme fixes, and keeping checkout working every week.
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AI Email Classification for Industrial Manufacturer
A leading US-based industrial tools manufacturer
Built an AI-powered email classification system that automatically categorizes inbound customer emails into 10 business categories with confidence scoring, replacing error-prone manual triage and accelerating response times.
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