Projects
Case studies focused on impact, constraints, and the engineering decisions behind the work.
Intelligent Robot Vision Monitoring System
PrivateA production-grade computer vision monitoring system with anomaly detection, automated clip capture, and structured event logging deployed on live manufacturing cells.
Highlights
Introduced production computer vision capability and led it from prototype to deployment
Reduced latency from seconds to milliseconds through C++ and SQL optimization
Designed event logging architecture enabling traceability, dashboards, and post-incident analysis
Tech stack
Compass – AI Compliance Operating System
An AI-native compliance operating system combining deterministic rules and LLM reasoning to redesign how regulated content is reviewed and approved.
Highlights
Designed hybrid rules + LLM architecture with explicit human approval boundaries
Implemented risk classification, compliant rewrite generation, and auditable decision logging
Built full stack system using FastAPI, SQLite, and React + Next.js
Tech stack
Additional Projects
Focus Sentry
A real time focus tracking web application exploring lightweight computer vision for attention monitoring and behavioral feedback.
Highlights
Built browser-based computer vision pipeline using OpenCV and FastAPI
Designed real time inference loop with responsive user feedback
Explored tradeoffs between model accuracy, latency, and UX clarity
Tech stack
3D Scanner Robotic Inspection Cell
PrivateA robotic 3D inspection cell integrating scanning workflows, validation tooling, and operational dashboards.
Highlights
Designed inspection workflow from concept through on-floor integration
Delivered OEE, downtime, and cycle time analytics dashboards
Improved operational visibility and failure diagnosis
Tech stack
Coptic History Mobile Application
PrivateA solo iOS application built in Swift to make Coptic Orthodox history more accessible through structured educational content.
Highlights
Designed and implemented full mobile UI using Swift and Xcode
Structured historical content into intuitive navigation flows
Independently built and shipped as a personal initiative
Tech stack