P.Eng. / Fuel Research Scientist / Computer Vision

Reeghan Osmond

Computer vision and 3D imaging engineer working on X-ray computed tomography, industrial inspection, and applied machine learning for materials research, with work spanning imaging hardware, 3D geometry, metrology, model development, and reporting.

Selected projects CV
Reeghan Osmond holding surrogate TRISO fuel particles at Canadian Nuclear Laboratories
Photo: Canadian Nuclear Laboratories

At Canadian Nuclear Laboratories, my work sits between imaging hardware, model development, 3D geometry, metrology, and reporting. I build automated XCT analysis workflows for segmentation, instance detection, orientation estimation, and QA reporting, help oversee a lab handling more than 130 analyses per year, and have led research proposals totaling more than $1.5M in combined funding.

Selected projects

Technical projects from research, industrial inspection, and open-source work.

Automated 3D XCT analysis for advanced fuel

Python pipelines for volumetric segmentation, instance detection, orientation estimation, metrology, mesh export, and QA reporting for nuclear fuel research.

XCT 3D U-Net CUDA Metrology
XCT scans of TRISO compacts showing particle and kernel distributions
XCT image from CNL

NuclearFlowAI

In-progress nuclear document workflow demo with cited retrieval, saved findings, summary export, audit logging, and public usage caps.

FastAPI Next.js RAG Document workflow

Robotic bin-picking perception pipeline

YOLO visible instance segmentation, depth back-projection, object-level geometry features, and a PyTorch ranking model for cluttered industrial scenes.

YOLO RGB-D Point clouds PyTorch
Robotic bin-picking project figure comparing input, ground truth, and prediction
Project report figure

BEV road corridor segmentation

Argoverse 2 camera, LiDAR, ego pose, and HD map geometry converted into BEV inputs for main road corridor segmentation baselines.

Argoverse 2 BEV LiDAR PyTorch
BEV road corridor segmentation prediction examples
Project output figure

Publications and talks

Colourized XCT scan of a surrogate TRISO fuel particle
Photo: Canadian Nuclear Laboratories