James Myatt - Lead Data Science And AI Consultant

James Myatt

Lead Data Science And AI Consultant

Stevenage, England, United Kingdom

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Summary

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Senior

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Top School

James Myatt is a Lead Data Science and AI Consultant with 12 years’ experience applying mathematics, simulation and engineering principles to deliver practical ML and XAI solutions across industry. Trained at Cambridge (MA/MMath), he blends rigorous mathematical thinking with hands-on software engineering—contributing to open-source projects from PyTorch Geometric Temporal to paho.mqtt and JSON-C, where his work improved cross-platform robustness and CI/CD reliability. At Capgemini Engineering he leads data science engagements, drawing on deep expertise in graph neural networks, knowledge graphs, systems modelling and model-based design. Comfortable in Python and DevOps workflows, he often sits at the intersection of research and production to make complex models explainable and deployable. An understated strength is his history of subtle but impactful infrastructure and test-suite improvements that reduce long-term maintenance risk.

11 years of coding experience

MA, Mathematics, MA, Mathematics at University of Cambridge

Stackoverflow

Stats

5,241reputation

1.1mreached

183answers

6questions

Badges

matlab

top-1%

matrix

top-5%

Github Skills (41)

dependency-management10

json10

pytorch10

pytest10

package-management10

python10

testing10

mqtt10

conda10

matlab10

c1110

travis-ci10

cicd10

mqttnet10

c1710

Programming languages (20)

PowerShellJavaC++CSSRustCTeXGo

Github contributions (5)

rasbt/watermark

Oct 2018 - May 2022

An IPython magic extension for printing date and time stamps, version numbers, and hardware information

Role in this project:

Back-end & DevOps Engineer

Contributions:7 reviews, 6 commits, 8 PRs in 3 years 8 months

Contributions summary:James primarily contributed to improving the project's infrastructure and build processes. They refactored the CI/CD pipeline using Conda and Travis CI for Python version compatibility and added dependencies to create a more reliable build environment. Furthermore, they updated the project's versioning and dependency management, addressing potential installation issues. The user also made some improvements to the core library code.

pythonprintingmagic-extensionstampsmagic

eclipse-paho/paho.mqtt.python

Jul 2016 - Apr 2017

paho.mqtt.python

Role in this project:

Backend & Test Automation Engineer

Contributions:47 commits, 19 PRs, 149 comments in 9 months

Contributions summary:James primarily contributed to the test suite of the paho.mqtt.python library. Their work involved refactoring test code, explicitly encoding strings for Python 2/3 compatibility, and renaming example files to include relevant module names. Furthermore, the user implemented unit tests using pytest and reduced code duplication within the existing test cases, improving test maintainability and reliability.

pythonpahoeclipseiotpaho-mqttmqtt

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