01Live
Generative AI / RAG
Contextly
A private AI knowledge assistant with PDF uploads, hybrid retrieval, verifiable source citations, and cloud deployment.
Next.jsFastAPIPostgreSQLpgvectorAWS
Selected Work
Projects
A selection of AI and machine learning systems spanning Generative AI, production ML, computer vision, and applied research.
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02Published research
PhD Research / University of Waterloo
Industrial Computer Vision
Machine learning for defect detection in metal additive manufacturing, using optical tomography, self-organizing maps, and U-Net segmentation.
Optical TomographyU-NetSelf-Organizing MapsFuzzy Logic
03Prototype
Personal Project / Computer Vision
Hand-Controlled Virtual Lab
A computer vision prototype connecting hand detection from an OAK-D camera to interaction in a Unity virtual laboratory.
OAK-DTensorFlowUnityPython