Tom Pierce
Engineering Manager at Faculty
Chesham, England, United Kingdom
Summary
🤩
Rockstar🎓
Top SchoolTom Pierce is an engineering manager with over a decade of hands-on experience building scalable web, video and big-data systems and a recent focus on ML engineering. He has led teams through cloud migrations and microservices adoption, shipping production APIs and analytics pipelines that handle datasets in the hundreds of billions of records. Comfortable coding across Python, TypeScript, Ruby and Java, Tom pairs practical engineering with people leadership—having line-managed teams of 2–8 and shaped hiring and onboarding processes. His open-source contributions span high-profile ML and RL projects (pytorch, numpyro) where he improved probabilistic tooling and distribution support, reflecting a strong grounding in statistical modelling. Based in Chesham, UK, he brings a track record of reducing operational overhead (CI rebuilds, platform automation) while delivering customer-facing features. Immediately available, he combines product-focused delivery habits with a curiosity for research-grade ML tooling.
10 years of coding experience
13 years of employment as a software developer
BEng Digital Media Engineering, BEng Digital Media Engineering at University of Surrey
Stackoverflow
108reputation
6kreached
3answers
1question
Github Skills (53)
algorithm10
algorithms10
pytorch10
javascript10
probabilistic-programming10
lib10
bootstrap10
python10
optim10
testing10
machine-learning10
code-library10
inference10
ui-design10
distributions10
Programming languages (11)
Github contributions (5)
facultyai/dash-bootstrap-components
Sep 2018 - Jan 2023
Bootstrap components for Plotly Dash
Role in this project:
Front-end Developer
Front-end DeveloperContributions:3 releases, 122 reviews, 1746 commits in 4 years 4 months
Contributions summary:Tom's primary contribution involved implementing new UI components for a Dash application using React and likely related libraries. They integrated Alert, Badge, Button, and ButtonGroup components, showing a focus on building interactive elements. Additionally, they added the styling for these components, making the application more visually appealing and likely integrating them with the chosen design framework, as well as refactoring existing components and updating the UI to create a cohesive user experience.
pythondashbootstrap-componentsdashboardsplotly-dash
pytorch/tensordict
Oct 2022 - Mar 2023
TensorDict is a pytorch dedicated tensor container.
Role in this project:Back-end Developer
Back-end DeveloperContributions:218 reviews, 147 commits, 83 PRs in 4 months
Contributions summary:Tom contributed to the development of the tensordict library, specifically focusing on implementing a truncated normal distribution. They introduced a new TruncatedNormal class and associated utility functions within the existing distribution framework. The user also made changes to the continuous distributions and probabilistic modules by removing references to TorchRL. The user's work appears to be improving the statistical capabilities of the library.
pytorchdeep-learningdedicateddockertensor
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