AI, Computer Vision and XR Projects

Case studies in AI agents, computer vision, mixed reality, synthetic data, and spatial computing for complex real-world workflows.

HoloLens 2 Knee Replacement Surgery Guide

Mixed reality training app that walks medical students through total knee replacement in 3D, adapting to their decisions in real time.

Gaze-driven HoloLens 2 trainer for F-18 maintenance procedures, with an agent pipeline that flags struggling trainees to supervisors.

XR inspection system that spots panel defects in real time and auto-generates the maintenance documentation that normally follows by hand.

Real-time inspection system that catches missing and incorrectly installed engine components on the assembly line before they ship.

Full pipeline for turning a physical engine bay into a tracked XR experience: scan, optimize, register, and overlay on the real hardware.

Real-time defect detector that marks each spark plug pass or fail on screen, giving line operators an instant verdict.

Non-contact cattle measurement on an iPad, combining pose estimation with LiDAR depth to compute real-world body dimensions.

HoloLens 2 app that pairs a virtual drone with live MQTT sensor streams, showing environmental telemetry beside the physical asset.

Vehicle counting and flow analysis that tracks traffic through configurable detection zones to surface density patterns in real time.

Synthetic training data generated in Unity Perception to build labelled computer-vision datasets without hand-annotating real footage.