Selected Work
Systems that run on Monday morning.
These aren't demos. They're production systems used by real people to do real work. Each project started with a problem and ended with something that actually got adopted.
From 4-hour bids to 5-minute automation
AI-powered bid automation system for a construction company. Email classification, document analysis, and knowledge graph reduce 4-hour bid processes to 5 minutes. 90%+ time savings with 406 tests and >95% classification accuracy.
Key Result
90%+ time savings on bid processing
Technology
Reclaiming 25% of lost instructional time
Python library inferring camera status from Zoom QoS bitrate metrics for a virtual charter school. 3-tier detection system reclaims 25% of lost instructional time with 200+ tests and real-time engagement dashboards.
Key Result
25% instructional time reclaimed
Technology
AI-powered watch face recommendations
Dual-platform Swift/SwiftUI application for iOS and watchOS with AI-powered watch face recommendations. Camera color extraction, custom .mercesface bundle format, and cloud-backed catalog with offline fallback.
Key Result
71 Swift files, MVVM architecture
Technology
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