Natasha H
MLOps Software Developer at Sony Interactive Entertainment
Old Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolNatasha H is an MLOps software developer with a decade of experience building production-ready systems across games, cloud, and SaaS domains. She blends a strong QA background and full-stack experience in Ruby on Rails and JavaScript with machine learning deployment expertise in Python, Kubernetes, Juju, and custom generative model serving. At Sony Interactive Entertainment and previously at Haven Studios and Canonical she has designed scalable, secure model serving pipelines (including vLLM) and developer tooling to accelerate prototyping. Known for shipping pragmatic automation—CI/CD integrations, scanoss security scans, and web app templates—she moves projects from prototype to reliable production. Comfortable across languages from Haskell to TypeScript, she pairs curiosity about NLP and data science with disciplined engineering practices. Based in Old Toronto, she combines cross-functional collaboration and mentoring with a knack for turning testing and QA insights into more robust ML systems.
10 years of coding experience
7 years of employment as a software developer
Bachelor of Science (BS), Bachelor of Science (BS) at University of Toronto
English, Chinese, Chinese, French
Github Skills (68)
autoencoder10
charm10
bundle9
mlflow9
ai9
apache-spark9
model-management9
kubeflow9
juju9
operator9
lifecycle9
machine-learning9
incremental-learning9
kubernetes-helm9
ory-hydra9
Programming languages (7)
Github contributions (5)
canonical/kubeflow-ci
May 2022 - Sep 2022
Tools and tests for managing the Charmed Kubeflow bundle
Contributions:7 reviews, 65 commits, 10 PRs in 3 months
charmed-kubeflowadministrationbundlekubeflowkubernetes
agathanatasha/natasha-dummy-charm
Mar 2022 - Sep 2022
Template repository for Charmed Operators
Contributions:1 release, 1 review, 16 PRs in 6 months
kubernetes
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