Applied maths, computer science and people
A 4.0 GPA at Azusa Pacific across Applied Mathematics, Computer Science and Humanities, plus a semester at Oxford studying how computation and learning work.
Joshua Stapleton · DirectorAbout Isometry
Strategy and systems, close to the work.
Isometry helps companies decide where AI will matter, build the system and put it into daily operations.
Director Joshua Stapleton remains responsible for the direction and quality of each engagement. Trusted software engineers, designers, data specialists and industry contractors join around the work.
Joshua on LinkedInThe journey
The work that became Isometry.
Models, data and real systems
Defence ML at DIEM; multimodal health research at Healios; freelance engineering; model evaluation with AI Explained; and an end-to-end machine-learning course for DataCamp. Joshua also co-facilitates TWIMS' executive AI masterclass for South African manufacturers—turning a fast-moving subject into practical decisions for leadership teams.
Machine learning at Imperial College London
An MSc in Machine Learning & Data Science with distinction. The thesis used neural search to discover faster exact matrix-multiplication algorithms.
From prototype to operations
Isometry brings strategy, engineering and ongoing support into one relationship. The work now spans manufacturing, regulated research, large data migrations, energy and financial advice.
Selected work and recognition
The work. The people. What they said.
Named client work, learner feedback and independent recognition. Select a mark to inspect the evidence.
Six records · sources attachedASPENPHARMACAREClient work · global pharmaceuticals
Medical information, live across a 60-person team.
One system helps the team triage thousands of requests, search approved literature and draft sourced responses. A second mapped 24,000 legacy regulatory documents into a structured RIM model in three weeks.
“Overall satisfaction is high and it is facilitating their efforts significantly, particularly with the literature searching element.”
EMEA Medical Information Manager · Aspen
24,000 documents95%+ extraction accuracyPrivate Azure
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