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Phil Winder

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titleconferencedate
Online Safety Bill: How Global Platforms Use MLOps to Keep People SafeGOTO Amsterdam 20232023-06-13
Ofcom commissions Winder.AI to map how major platforms use MLOps and AI governance to moderate content, finding most work focuses on data pipelines and…
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A Code-Driven Introduction to Reinforcement LearningGOTOpia November 20202020-11-10
Builds a 5x5 GridWorld MDP in Python and provides a Jupyter notebook (pure Python) that runs in Colab with no extra libraries, encoding start at top-left and…
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Industrial Applications of Reinforcement LearningGOTOpia Europe 20202020-09-15
Five industrial case studies show concrete results: simulated-to-real robotics copies dog motions and coordinates 50 motors synchronized to perform a 90° turn…
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Keep it Clean: Why Bad Data Ruins Projects and How to Fix itGOTO Chicago 20192019-04-29
Claims that bad data costs $3.1 trillion and that 27% of data is flawed are backed by concrete failures: COMPAS produces racially skewed recidivism scores…
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Monitor My Socks: Using Prometheus in a Polyglot Open Source MicroservicesCloudNativeCon + KubeCon Europe 20172017-03-29
Shows a working integration of Prometheus into the polyglot Sock Shop (Go, Java Spring Boot, Node/Express) with deployed manifests for Kubernetes and minikube…
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Modern Fraud Prevention Using Deep LearningGOTO Copenhagen 20152015-10-05
Claims practical pipelines that use deep learning plus graphs to find fraud: a graph DB flags rings of shared IDs and addresses, a voice-fingerprint pipeline…
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