{"id":9237,"date":"2025-11-24T09:36:17","date_gmt":"2025-11-24T08:36:17","guid":{"rendered":"https:\/\/pipple.nl\/?p=9237"},"modified":"2025-12-29T09:37:50","modified_gmt":"2025-12-29T08:37:50","slug":"pydata-x-pipple-meetup-from-data-to-production","status":"publish","type":"post","link":"https:\/\/pipple.nl\/en\/news\/pydata-x-pipple-meetup-from-data-to-production\/","title":{"rendered":"PyData \u00d7 Pipple meetup: from data to production"},"content":{"rendered":"<div class=\"flex flex-col text-sm pb-25\">\n<article class=\"text-token-text-primary w-full focus:outline-none [--shadow-height:45px] has-data-writing-block:pointer-events-none has-data-writing-block:-mt-(--shadow-height) has-data-writing-block:pt-(--shadow-height) [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto [content-visibility:auto] supports-[content-visibility:auto]:[contain-intrinsic-size:auto_100lvh] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" tabindex=\"-1\" data-turn-id=\"f7eec864-b397-4072-93c5-f838f7d72472\" data-testid=\"conversation-turn-2\" data-scroll-anchor=\"true\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:--spacing(4)] @w-sm\/main:[--thread-content-margin:--spacing(6)] @w-lg\/main:[--thread-content-margin:--spacing(16)] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\">\n<div class=\"flex max-w-full flex-col grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-1\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"af0a35f0-a70f-4560-8a17-11418120d7fd\" data-message-model-slug=\"gpt-5-2\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[1px]\">\n<div class=\"markdown prose dark:prose-invert w-full break-words dark markdown-new-styling\">\n<p data-start=\"67\" data-end=\"472\"><strong> Last week, <a href=\"https:\/\/pydata.org\/\"><span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">PyData Eindhoven<\/span><\/span><\/a> and Pipple once again brought the data and AI community together at our office in Eindhoven. During the PyData \u00d7 Pipple meetup \u201cFrom data to production\u201d, more than sixty professionals delved into one central question: how do you truly bring data and AI solutions to life in a way that is scalable, reliable and secure?<\/strong><\/p>\n<h2 data-start=\"516\" data-end=\"540\">From idea to impact<\/h2>\n<p data-start=\"541\" data-end=\"863\">Data and AI only have value when they are actually used. During this meetup, three speakers shared their practical experiences of building, testing and scaling up data and AI solutions. No demos or experiments, just honest stories about what works, what doesn&#8217;t, and why.<\/p>\n<h2 data-start=\"865\" data-end=\"917\">Three practical stories from different domains<\/h2>\n<ul data-start=\"918\" data-end=\"1926\">\n<li data-start=\"918\" data-end=\"1255\">\n<p data-start=\"920\" data-end=\"1255\"><strong>Lucas Hartmans<\/strong> (CGI) took us through the development of CyberBench: a framework for testing Large Language Models for security risks such as prompt injections and data leaks. His session demonstrated how GenAI components can be integrated safely and responsibly into production environments.<\/p>\n<\/li>\n<li data-start=\"1256\" data-end=\"1567\">\n<p data-start=\"1258\" data-end=\"1567\"><strong>David Rijsman<\/strong> (Covolt) demonstrated how the core principles of AI agents remain surprisingly consistent, whether they are applied to Mars rovers, supply chain optimisation, or energy trading. An inspiring story about perception, planning, and decision-making across domains.<\/p>\n<\/li>\n<li data-start=\"1568\" data-end=\"1926\">\n<p data-start=\"1570\" data-end=\"1926\"><strong><a href=\"https:\/\/pipple.nl\/en\/about-us\/team-pipple\/#yannick-mariman\">Yannick Mariman<\/a> and Joshua Kalisvaart<\/strong> (Pipple) concluded with an in-depth session on CI\/CD pipelines for a global data platform in more than 30 countries. Using concrete cases, they shared lessons on scalability, robustness, and security. From dbt and Terraform to everything needed to keep pipelines running in practice.<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"1928\" data-end=\"1963\">Community, knowledge and conversations<\/h2>\n<p data-start=\"1964\" data-end=\"2203\">In addition to the content, there was plenty of opportunity to get together. With pizza, drinks and good conversation, it became clear once again what PyData \u00d7 Pipple is all about: sharing knowledge, learning from each other and working together to build better data and AI solutions.<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<div class=\"markdown prose dark:prose-invert w-full break-words dark markdown-new-styling\">\n<p data-start=\"2367\" data-end=\"2487\" data-is-last-node=\"\" data-is-only-node=\"\"><em>Thanks to all speakers and the PyData Eindhoven community for their energy and commitment; see you at the next edition!<\/em><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n<\/div>\n","protected":false},"excerpt":{"rendered":"Last week, PyData Eindhoven and Pipple once again brought the data and AI community together at our office in Eindhoven. During the PyData \u00d7 Pipple&hellip;","protected":false},"author":27,"featured_media":9240,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[238],"tags":[],"class_list":["post-9237","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>PyData \u00d7 Pipple meetup: from data to production - Pipple<\/title>\n<meta name=\"description\" content=\"Read the highlights of the PyData x Pipple meetup: from LLM security to scalable CI\/CD pipelines and AI agents in production.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pipple.nl\/en\/news\/pydata-x-pipple-meetup-from-data-to-production\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"PyData \u00d7 Pipple meetup: from data to production - Pipple\" \/>\n<meta property=\"og:description\" content=\"Read the highlights of the PyData x Pipple meetup: from LLM security to scalable CI\/CD pipelines and AI agents in production.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/pipple.nl\/en\/news\/pydata-x-pipple-meetup-from-data-to-production\/\" \/>\n<meta property=\"og:site_name\" content=\"Pipple\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-24T08:36:17+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-29T08:37:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pipple.nl\/wp-content\/uploads\/2025\/12\/Foto-nieuwsbericht-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Lennart van Ham\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Lennart van Ham\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/pipple.nl\/en\/news\/pydata-x-pipple-meetup-from-data-to-production\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/pipple.nl\/en\/news\/pydata-x-pipple-meetup-from-data-to-production\/\"},\"author\":{\"name\":\"Lennart van Ham\",\"@id\":\"https:\/\/pipple.nl\/en\/#\/schema\/person\/d9d7709c146c7627592e5f6a6030451f\"},\"headline\":\"PyData \u00d7 Pipple meetup: from data to production\",\"datePublished\":\"2025-11-24T08:36:17+00:00\",\"dateModified\":\"2025-12-29T08:37:50+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/pipple.nl\/en\/news\/pydata-x-pipple-meetup-from-data-to-production\/\"},\"wordCount\":318,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/pipple.nl\/en\/#organization\"},\"image\":{\"@id\":\"https:\/\/pipple.nl\/en\/news\/pydata-x-pipple-meetup-from-data-to-production\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/pipple.nl\/wp-content\/uploads\/2025\/12\/Foto-nieuwsbericht-1.jpg\",\"articleSection\":[\"News\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/pipple.nl\/en\/news\/pydata-x-pipple-meetup-from-data-to-production\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/pipple.nl\/en\/news\/pydata-x-pipple-meetup-from-data-to-production\/\",\"url\":\"https:\/\/pipple.nl\/en\/news\/pydata-x-pipple-meetup-from-data-to-production\/\",\"name\":\"PyData \u00d7 Pipple meetup: from data to production - 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