Oliver Wilkins
Senior Machine Learning Engineer at Likezero
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolOliver Wilkins is a Senior Machine Learning Engineer based in London with 9 years’ experience building production ML and data products across fintech, construction, gaming, and recruitment. He combines strong engineering discipline—LLM infrastructure on Kubernetes, Azure ML deployments, and scalable pipelines—with applied research skills such as custom BERT models for domain-specific NLP and large-scale player-skill prediction. His work has informed multi-billion-pound financial strategy and cut advertising costs by half, demonstrating an ability to translate models into measurable business impact. Comfortable across cloud, BigQuery, and MLOps tooling, he pairs pragmatic delivery with a hacker’s love of Nix and Neovim, suggesting a preference for reproducible, developer-centric infrastructure.
9 years of coding experience
6 years of employment as a software developer
Bachelor's degree Physics and Mathematics, Bachelor's degree Physics and Mathematics at Keele University
Github Skills (126)
deep-learning10
recall10
linux10
gradient-boosting10
pipeline10
shap10
shapley10
open-source10
machine-learning10
javascript9
continuous-delivery9
nixos9
xinput9
helm9
rust9
Programming languages (9)
Github contributions (5)
okwilkins/.dotfiles
Mar 2024 - Mar 2025
My personal dotfiles.
Contributions:6 PRs, 289 pushes, 10 branches in 1 year
configdotfilesneovimshellzsh
okwilkins/knowledge-system
Sep 2021 - Apr 2024
Contributions:1 release, 64 pushes, 1 branch in 2 years 7 months
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