{"id":30453,"date":"2023-07-12T22:14:00","date_gmt":"2023-07-12T20:14:00","guid":{"rendered":"https:\/\/optimasoftware.ro\/?p=30453"},"modified":"2024-08-12T10:26:18","modified_gmt":"2024-08-12T08:26:18","slug":"catre-bune-practici-pentru-dezvoltarea-colaborativa-a-sistemelor-bazate-pe-ml","status":"publish","type":"post","link":"https:\/\/optimasoftware.ro\/en\/catre-bune-practici-pentru-dezvoltarea-colaborativa-a-sistemelor-bazate-pe-ml\/","title":{"rendered":"Towards Best Practices for Collaborative Development of ML-Based Systems"},"content":{"rendered":"<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/06\/pexels-googledeepmind-17483869-1.webp\" alt=\"\" class=\"wp-image-28490\" style=\"aspect-ratio:16\/9;object-fit:cover\" srcset=\"https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/06\/pexels-googledeepmind-17483869-1.webp 1920w, https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/06\/pexels-googledeepmind-17483869-1-300x169.webp 300w, https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/06\/pexels-googledeepmind-17483869-1-1024x576.webp 1024w, https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/06\/pexels-googledeepmind-17483869-1-768x432.webp 768w, https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/06\/pexels-googledeepmind-17483869-1-1536x864.webp 1536w, https:\/\/optimasoftware.ro\/wp-content\/uploads\/2024\/06\/pexels-googledeepmind-17483869-1-18x10.webp 18w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/figure>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>Publication notice:<\/strong> 18th International Conference on Software Technologies<\/h5>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>Conference:<\/strong> 18th International Conference on Software Technologies<\/h5>\n\n\n\n<p>We are happy to announce the recent publication of research by our partner University Babe\u0219-Bolyai done during the DataSeer project, at the 18th International Conference on Software Technologies. This paper addresses the rapid integration of Artificial Intelligence (AI) into industrial software applications and the need for robust best practices in collaborative development. A series of good practices are proposed, developed through collaboration between academic AI researchers and industrial software engineers at Optima Software, to enhance the design, implementation, and maintenance of scalable and maintainable ML-based systems.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.scitepress.org\/Link.aspx?doi=10.5220\/0012130500003538\">More<\/a><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Avem pl\u0103cerea de a anun\u021ba publicarea recent\u0103 a unui articol de cercetare \u00een cadrul proiectului DataSeer de c\u0103tre partenerul nostru, Universitatea Babe\u0219-Bolyai, la a 18-a Conferin\u021b\u0103 Interna\u021bional\u0103 de Tehnologii Software.<\/p>","protected":false},"author":1,"featured_media":28490,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_theme","format":"standard","meta":{"postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"boxed","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"enabled","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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