~/talks

Camilla Montonen

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titleconferencedate
Principles and Practices of Building Machine Learning SystemsNDC Oslo 20232023-05-22
Argues that 80%‑style failure rates persist because tooling alone does not solve operational complexity, and describes building a recommender platform for…
Talk on
Lost and Found in TranslationNDC Security 20232023-01-16
Overview of ML-assisted decompilation and security implications: demonstrates using an encoder-decoder Transformer trained on automatically generated…
Talk on
Deploying JupyterHub with KubernetesPyData Amsterdam 20182018-05-25
Shows how a production JupyterHub is built on Kubernetes with concrete choices: GKE + Helm chart for quick deploy, alternatives on Azure and DIY on AWS, and a…
Talk on
JupyterHub from the Ground Up with KubernetesPyData London 20182018-04-26
Explains how to deploy a secure, production-ready JupyterHub on Kubernetes using the official Helm chart, shows the hub + configurable HTTP proxy + per-user…
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