~/talks

Henk Boelman

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titleconferencedate
Voices from the Skies: Build Your Own Personal Assistant with GitHub Copilot AppFly with Copilot: Redmond 20262026-09-16
Builds a personal travel assistant using the GitHub Copilot App (Kitup) and a fast GP5.6 model, creating an agents.md house rules file, a travel extraction…
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Building a copilot: Azure AI Studio or Copilot StudioMicrosoft Build 20242024-05-21
Builds two copilots for Contoso Outdoor: a customer assistant on Azure AI Studio using GPT‑4/GPT‑4o, CLIP multimodal embeddings stored in Azure AI Search…
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Multimodal Conversational Interfaces with GPT and Vision AIDevWorld 20242024-02-29
Demos show GPT‑4 Turbo with vision on Azure AI producing concrete outputs: generated six‑sentence rental listings from an uploaded photo, flood detection with…
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Unlocking the Potential of AINDC Porto 20232023-10-16
Microsoft and GitHub demonstrate practical stacks: GPT-3 175B / 9 days / $4.6M and models with 32k token context windows, Azure OpenAI with Azure Cognitive…
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Build and deploy production ready PyTorch modelsNDC Porto 20222022-04-25
Shows how to take a PyTorch image classifier from local notebook to a Kubernetes-backed REST endpoint using Azure Machine Learning, training a…
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Building accessible experiences with AIBuild Stuff 20212021-11-17
Demonstrates concrete AI components that make interfaces accessible: Azure Custom Vision for training classifiers (recommendation: about 50 images per class…
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AI is everywhere!Build Stuff 20202020-11-11
Panelists give concrete guidance: take the Johns Hopkins Data Science Specialization or courses on deeplearning.ai, use Kaggle to practice, and prefer API…
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From Data to AI on The EdgeBuild Stuff 20202020-11-11
Trains a custom image classifier with Azure Machine Learning, exports it as a container, and deploys it to devices via Azure IoT Edge; demo shows a Raspberry…
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Build and deploy PyTorch models with Azure Machine LearningBuild Stuff 20202020-11-11
Uses Azure Machine Learning workspace, NC6 GPU cluster, and the Python SDK to train a PyTorch model image classifier on a 10‑class Simpsons Lego dataset (10…
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The age of applied AIBuild Stuff 20202020-11-11
A practical tour of applied AI showing which cloud APIs actually solve real problems: computer vision API that returns bounding boxes, OCR, celebrity IDs and…
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The Sunny Side of AINDC Sydney 20202020-08-31
Describes how AI has moved from research into everyday cloud-hosted models and tiny on-device services, enabled by GPUs and REST APIs from platforms like…
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Taking Models to the Next Level with Azure Machine LearningNDC Sydney 20202020-08-31
Starts with Azure Cognitive Services for quick sentiment and key-phrase extraction then builds an AutoML baseline on a 1.8 MB Tailwind Traders clothing reviews…
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AI in the Battle Against FakesNDC Oslo 20202020-06-08
A smartphone photo pipeline identifies counterfeit packaging for a global electronics brand by using OpenCV preprocessing, an object-detection plus…
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AI in the battle against fakesBuild Stuff 20192019-11-13
A solution identifies counterfeit electronics from a single smartphone photo by combining object detection (icon/logo cropping) with a logo classifier exported…
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Microsoft at GoDataFest 2019GoDataFest 20192019-10-28
Live demo of building an end-to-end data platform on Azure with concrete components, code and deployment steps, plus working examples of speech and vision…
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AI in the battle against fakesNDC Sydney 20192019-10-14
A smartphone-photo system is built to decide genuine versus counterfeit packaging by combining per-icon object detection and dedicated logo classifiers rather…
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Getting started with Azure Machine Learning servicesFuture Tech 20192019-04-11
Live demo trains a custom vision model in about one minute from ~50 images, yields low initial confidence but can export a zip/ONNX model for mobile, and…
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