I'm a Machine Learning and Computer Vision engineer with four years of experience taking
models from research to production, across robotics, medical AI, radar perception,
and document automation. I like the hard parts: making a vision transformer run in
real time on a Jetson, lifting 2D keypoints into 3D gait biomarkers, or wiring an LLM into a
loop of real-world data tools.
Crucially, I ship models rather than leaving them in notebooks. I've built
end-to-end production pipelines on AWS, training and serving on SageMaker,
packaging inference in Docker with images versioned in ECR, automating build, test and
deployment through CI/CD (Jenkins), tracking experiments with MLflow, and
provisioning infrastructure with Terraform. I'm just as comfortable shipping to the
edge, converting and optimising models to ONNX for real-time inference on
NVIDIA Jetson hardware, and serving models behind REST and FastAPI APIs.
I'm currently a Research Assistant at the University of Galway, building
autonomous navigation for a quadruped robot using self-supervised foundation models for
search-and-rescue. I hold an MSc in Computer Science (Intelligent Systems) from
Trinity College Dublin and I'm an
AWS Certified Data Engineer.