{"id":8954,"date":"2023-11-17T17:37:48","date_gmt":"2023-11-17T17:37:48","guid":{"rendered":"https:\/\/kanboapp.com\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/"},"modified":"2024-04-25T14:57:17","modified_gmt":"2024-04-25T14:57:17","slug":"kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry","status":"publish","type":"page","link":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/","title":{"rendered":"KanBo and the Machine Learning\/MLOps Engineer in Pharmaceutical Industry"},"content":{"rendered":"\n<style> @media(min-width:1728px) { .pulpit { display:block!important; } .tablet { display:none!important; } .spis { display:block!important; } .paskek-lewy { margin-left:15%!important; margin-right:56px!important; } .paskek-prawy { margin-right:15%!important; margin-left:56px!important; } } @media(min-width: 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display:block!important; } .spis { display:none!important; } } .link a:hover { text-decoration:underline!important; } .banner { margin-top:80px; margin-bottom:80px; } .jazda { position:sticky!important; top: 185px; overflow: auto; max-height: 75vh; } .menu-lewe a:hover { background:#E9F4FE!important; font-weight:600!important; font-size:16px; cursor:pointer!important; } .menu-lewe a { background:#FAFAFA; padding:10px 16px; border-radius: 10px; display: inline-block; outline: none; color:#0C3658; font-weight:400; font-size:16px; } .menu-lewe-tab a:hover { background:#E9F4FE!important; font-weight:600!important; font-size:16px; cursor:pointer!important; } .menu-lewe-tab a { background:#FAFAFA; padding:10px 16px; border-radius: 10px; display: inline-block; outline: none; color:#0C3658; font-weight:400; font-size:16px; } .fobrazek { margin-bottom: -40px!important; } .sekcja5-przycisk a:hover { background: linear-gradient(0deg, rgba(0, 0, 0, 0.15), rgba(0, 0, 0, 0.15)), #ED4B9E!important; }  .sekcja5-przycisk a:focus { background: linear-gradient(0deg, rgba(0, 0, 0, 0.15), rgba(0, 0, 0, 0.15)), #ED4B9E!important; } .vlp-layout-blogs .vlp-block-0 {font-weight: 600!important; } <\/style>\n\n\n\n<script> function lewemenu_tab(zm) { var elements = document.getElementsByClassName(\"menu-lewe-tab\"); var i,link1,link2; for (i = 0; i < elements.length; i++) {    link1 = elements[i].getElementsByTagName(\"a\");     link1[0].style.fontWeight = \"600\";     link1[0].style.backgroundColor= \"#FAFAFA\"; } link2 = elements[zm].getElementsByTagName(\"a\"); link2[0].style.fontWeight = \"600\"; link2[0].style.backgroundColor= \"#E9F4FE\"; } <\/script>\n\n\n\n<script> function lewemenu(zm) { var elements = document.getElementsByClassName(\"menu-lewe\"); var i,link1,link2; for (i = 0; i < elements.length; i++) {    link1 = elements[i].getElementsByTagName(\"a\");     link1[0].style.fontWeight = \"600\";     link1[0].style.backgroundColor= \"#FAFAFA\"; } link2 = elements[zm].getElementsByTagName(\"a\"); link2[0].style.fontWeight = \"600\"; link2[0].style.backgroundColor= \"#E9F4FE\"; } <\/script>\n\n\n\n<div class=\"wp-block-getwid-section pulpit alignfull alignfull getwid-margin-top-none getwid-margin-bottom-none getwid-section-content-full-width\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\" style=\"min-height:100vh\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-5c61a2ba wp-block-columns-is-layout-flex\" style=\"margin-top:0px;margin-bottom:0px\">\n<div class=\"wp-block-column paskek-lewy spis is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:270px\">\n<div class=\"wp-block-columns jazda is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-left has-link-color wp-elements-644444928431a8fba0d3534f7e3383ad\" style=\"margin-left:10px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:600;letter-spacing:-0.01em;line-height:1.2\">Table of Contents<\/p>\n\n\n\n<p class=\"has-link-color wp-elements-27c7bd20f57f91924e8387b425c8b9d6\"><p class=\"menu-lewe has-link-color\" onclick=\"lewemenu(0)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/#section1\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/#section1\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.391), 19px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What do you need to know about this challenge?<\/a><\/p><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-c20a145a20f0dd113005db9c89ba4cfc\"><p class=\"menu-lewe has-link-color\" onclick=\"lewemenu(1)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/#section2\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/#section2\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.391), 19px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What can you do with KanBo to solve this challenge?<\/a><\/p><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-8035ee581516acc6ee29a43129f32ee1\"><p class=\"menu-lewe has-link-color\" onclick=\"lewemenu(2)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/#section3\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/#section3\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.391), 19px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What can you expect after solving this challenge?<\/a><\/p><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:850px\">\n<div class=\"wp-block-getwid-section alignfull alignfull getwid-section-content-full-width\" style=\"margin-top:80px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none\" style=\"min-height:100vh;margin-left:40px;margin-right:40px\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background has-background\" style=\"background-color:#fafafa\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-columns are-vertically-aligned-center has-background is-layout-flex wp-container-core-columns-is-layout-fca156af wp-block-columns-is-layout-flex\" style=\"border-radius:24px;background-color:#e9f4fe;margin-top:0px;margin-bottom:15px;padding-top:40px;padding-right:40px;padding-bottom:40px;padding-left:40px\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p style=\"margin-top:0px;margin-right:0;margin-bottom:40px;margin-left:0;font-size:clamp(26.465px, 1.654rem + ((1vw - 3.2px) * 1.448), 45px);font-style:normal;font-weight:700;letter-spacing:-2%;line-height:1.1\"><strong>KanBo \u2013 The Pharma-Focused Work Coordination Maestro<\/strong><\/p>\n\n\n\n<p style=\"margin-bottom:40px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-1%;line-height:1.2\"><strong>Experience ultimate task alignment, communication and collaboration<\/strong><\/p>\n\n\n\n<p style=\"margin-bottom:40px;font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.391), 19px);\">Trusted globally, KanBo, bridges the gap between management and engineering in complex pharmaceutical organizations. Seamless coordination, advanced project planning, and outstanding leadership are made possible through our versatile software. Stride toward your mission-critical goals with superior collaboration and communication.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-1aff515d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size sekcja5-przycisk\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:700;line-height:1.4\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/\" style=\"border-radius:6px;color:#fafafa;background-color:#ed4b9e;padding-top:12px;padding-right:36px;padding-bottom:12px;padding-left:36px\" target=\"_blank\" rel=\"noreferrer noopener\">Go to KanBo Pharmaceutical<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h1 class=\"wp-block-heading\" style=\"margin-top:80px;margin-bottom:80px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-0.04em;line-height:1.1\">KanBo and the Machine Learning\/MLOps Engineer in Pharmaceutical Industry: Enhancing Collaboration in Drug Discovery<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section1\" style=\"margin-bottom:40px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What do you need to know about this challenge?<\/h2>\n\n\n\n<p>In the dynamic landscape of the pharmaceutical sector, a Machine Learning\/MLOps Engineer encounters the significant challenge of enhancing collaboration across multidisciplinary teams. This challenge necessitates the development and maintenance of machine learning tools within an environment where teamwork and data integration are imperative for advancing drug discovery.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"section2\" style=\"margin-bottom:40px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What can you do with KanBo to solve this challenge?<\/h3>\n\n\n\n<p>To effectively address these collaboration hurdles, KanBo presents various features tailored for project management and team alignment:<\/p>\n\n\n\n<p>- Unified Project Management: Leverage the Kanban view to visualize work stages and progress for shared understanding across engineering, data science, and chemistry teams.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/visualize-work\/kanban\/kanban-view\/\" class=\"vlp-link\" title=\"Kanban View\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/Kanban-View.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Kanban View<\/div><div class=\"vlp-block-1 vlp-link-summary\">Kanban is a visual method of workflow management. The main idea behind it is to limit work in progress, focus on completing tasks before starting new ones, and continuously improve processes. In KanBo\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Streamlined Communication: Utilize the card activity stream to keep track of all updates and ensure transparency in communications within the collaborative efforts of the project.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/cards\/card-activity-stream\/\" class=\"vlp-link\" title=\"Card Activity Stream\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/07\/card-activity-stream-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Card Activity Stream<\/div><div class=\"vlp-block-1 vlp-link-summary\">The card activity stream is a feature that provides a real-time log of all activities and updates related to a specific card within a KanBo space. It displays a chronological list of actions taken on\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Efficient Task Scheduling: Use the Timeline view to schedule tasks, monitor project timelines, and avoid overlaps in work schedules, fostering organized planning.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/visualize-work\/timeline-view\/timeline-view\/\" class=\"vlp-link\" title=\"Timeline View\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/04\/Timeline-View.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Timeline View<\/div><div class=\"vlp-block-1 vlp-link-summary\">The Timeline view is a powerful feature that provides a visual representation of all cards that need to be completed over a specific period. It allows space users to see a project\u2019<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Instant Notifications: Employ notifications for immediate information relay concerning ML model updates, pipeline changes, and data integration to all team members.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/navigation\/notifications\/\" class=\"vlp-link\" title=\"Notifications\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/notifications-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Notifications<\/div><div class=\"vlp-block-1 vlp-link-summary\">Notifications are sound and visual alerts that users receive when something important happens. They are updates that inform users of changes related to the cards and spaces they are following.<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Documentation and Knowledge Sharing: Integrate the document source feature to ensure all team members have access to the latest research papers, data sets, and model information.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/docs\/document-sources\/\" class=\"vlp-link\" title=\"Document Sources\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/documents-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Document Sources<\/div><div class=\"vlp-block-1 vlp-link-summary\">The document source feature allows users to easily associate and organize documents within KanBo. With this feature, users can link documents from various sources, such as SharePoint\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Access and Organize Data: Apply filtering cards to rapidly sort and access specific datasets or machine learning models, ensuring efficiency in data handling.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/visualize-work\/general-concept\/filtering-cards\/\" class=\"vlp-link\" title=\"Filtering Cards\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/space-cards-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Filtering Cards<\/div><div class=\"vlp-block-1 vlp-link-summary\">Card filtering is a feature in KanBo that allows space users to sort and find specific cards in a space. There are several filtering options to choose from. It is useful when dealing with large spaces\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"section3\" style=\"margin-bottom:40px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What can you expect after solving this challenge?<\/h3>\n\n\n\n<p>By addressing the collaboration hurdle using KanBo, readers can anticipate major gains for long-term collaboration efforts. Empowered by KanBo\u2019s intuitive features, the Machine Learning\/MLOps Engineer can look forward to more streamlined workflows and enhanced communication across team boundaries. Continuous engagement and alignment across various disciplines are safeguarded, reducing the potential for setbacks or delays. In the future, KanBo may provide even more sophisticated analysis and project management tools that could predict and optimize team workflows and performance, making it an essential solution for every Machine Learning\/MLOps Engineer within the pharmaceutical industry.<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"360\" src=\"https:\/\/kanboapp.com\/wp-content\/uploads\/2023\/11\/KanBo-Use-Cases-Pharma-Banner-Desktop.png\" alt=\"\" class=\"wp-image-7272\"\/><\/a><\/figure>\n\n\n\n<div style=\"height:120px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column paskek-prawy is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:270px\">\n<div class=\"wp-block-columns jazda is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-left:16px\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-getwid-section tablet alignfull alignfull getwid-margin-top-none getwid-margin-bottom-none getwid-section-content-full-width\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\" style=\"min-height:100vh\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-5c61a2ba wp-block-columns-is-layout-flex\" style=\"margin-top:0px;margin-bottom:0px\">\n<div class=\"wp-block-column paskek-lewy spis is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:270px\">\n<div class=\"wp-block-columns jazda is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-left has-link-color wp-elements-644444928431a8fba0d3534f7e3383ad\" style=\"margin-left:10px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:600;letter-spacing:-0.01em;line-height:1.2\">Table of Contents<\/p>\n\n\n\n<p class=\"has-link-color wp-elements-d4d96cb03083de6b38afaa9f206c8961\"><p class=\"menu-lewe-tab has-link-color\" onclick=\"lewemenu_tab(0)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/#section1tab\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/#section1tab\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What do you need to know about this challenge?<\/a><\/p><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-f2b601619d4a8700623055f796e90634\"><p class=\"menu-lewe-tab has-link-color\" onclick=\"lewemenu_tab(1)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/#section2tab\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/#section2tab\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What can you do with KanBo to solve this challenge?<\/a><\/p><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-e6bbbc0e4dbbfd154022634cd20bc9cf\"><p class=\"menu-lewe-tab has-link-color\" onclick=\"lewemenu_tab(2)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/#section3tab\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-and-the-machine-learning-mlops-engineer-in-pharmaceutical-industry\/#section3tab\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What can you expect after solving this challenge?<\/a><\/p><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:650px\">\n<div class=\"wp-block-getwid-section alignfull alignfull getwid-section-content-full-width\" style=\"margin-top:80px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none\" style=\"min-height:100vh;margin-left:40px;margin-right:40px\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background has-background\" style=\"background-color:#fafafa\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-columns are-vertically-aligned-center has-background is-layout-flex wp-container-core-columns-is-layout-fca156af wp-block-columns-is-layout-flex\" style=\"border-radius:24px;background-color:#e9f4fe;margin-top:0px;margin-bottom:15px;padding-top:40px;padding-right:40px;padding-bottom:40px;padding-left:40px\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p style=\"margin-top:0px;margin-right:0;margin-bottom:40px;margin-left:0;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-2%;line-height:1.1\"><strong>KanBo \u2013 The Pharma-Focused Work Coordination Maestro<\/strong><\/p>\n\n\n\n<p style=\"margin-bottom:40px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-1%;line-height:1.2\"><strong>Experience ultimate task alignment, communication and collaboration<\/strong><\/p>\n\n\n\n<p style=\"margin-bottom:40px;font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">Trusted globally, KanBo, bridges the gap between management and engineering in complex pharmaceutical organizations. Seamless coordination, advanced project planning, and outstanding leadership are made possible through our versatile software. Stride toward your mission-critical goals with superior collaboration and communication.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-1aff515d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size sekcja5-przycisk\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:700;line-height:1.4\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/\" style=\"border-radius:6px;color:#fafafa;background-color:#ed4b9e;padding-top:12px;padding-right:36px;padding-bottom:12px;padding-left:36px\" target=\"_blank\" rel=\"noreferrer noopener\">Go to KanBo Pharmaceutical<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p style=\"margin-top:80px;margin-bottom:80px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-0.04em;line-height:1.1\">KanBo and the Machine Learning\/MLOps Engineer in Pharmaceutical Industry: Enhancing Collaboration in Drug Discovery<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"section1tab\" style=\"margin-bottom:40px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What do you need to know about this challenge?<\/h3>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">In the dynamic landscape of the pharmaceutical sector, a Machine Learning\/MLOps Engineer encounters the significant challenge of enhancing collaboration across multidisciplinary teams. This challenge necessitates the development and maintenance of machine learning tools within an environment where teamwork and data integration are imperative for advancing drug discovery.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"section2tab\" style=\"margin-bottom:40px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What can you do with KanBo to solve this challenge?<\/h3>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">To effectively address these collaboration hurdles, KanBo presents various features tailored for project management and team alignment:<\/p>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Unified Project Management: Leverage the Kanban view to visualize work stages and progress for shared understanding across engineering, data science, and chemistry teams.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/visualize-work\/kanban\/kanban-view\/\" class=\"vlp-link\" title=\"Kanban View\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/Kanban-View.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Kanban View<\/div><div class=\"vlp-block-1 vlp-link-summary\">Kanban is a visual method of workflow management. The main idea behind it is to limit work in progress, focus on completing tasks before starting new ones, and continuously improve processes. In KanBo\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Streamlined Communication: Utilize the card activity stream to keep track of all updates and ensure transparency in communications within the collaborative efforts of the project.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/cards\/card-activity-stream\/\" class=\"vlp-link\" title=\"Card Activity Stream\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/07\/card-activity-stream-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Card Activity Stream<\/div><div class=\"vlp-block-1 vlp-link-summary\">The card activity stream is a feature that provides a real-time log of all activities and updates related to a specific card within a KanBo space. It displays a chronological list of actions taken on\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Efficient Task Scheduling: Use the Timeline view to schedule tasks, monitor project timelines, and avoid overlaps in work schedules, fostering organized planning.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/visualize-work\/timeline-view\/timeline-view\/\" class=\"vlp-link\" title=\"Timeline View\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/04\/Timeline-View.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Timeline View<\/div><div class=\"vlp-block-1 vlp-link-summary\">The Timeline view is a powerful feature that provides a visual representation of all cards that need to be completed over a specific period. It allows space users to see a project\u2019<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Instant Notifications: Employ notifications for immediate information relay concerning ML model updates, pipeline changes, and data integration to all team members.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/navigation\/notifications\/\" class=\"vlp-link\" title=\"Notifications\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/notifications-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Notifications<\/div><div class=\"vlp-block-1 vlp-link-summary\">Notifications are sound and visual alerts that users receive when something important happens. They are updates that inform users of changes related to the cards and spaces they are following.<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Documentation and Knowledge Sharing: Integrate the document source feature to ensure all team members have access to the latest research papers, data sets, and model information.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/docs\/document-sources\/\" class=\"vlp-link\" title=\"Document Sources\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/documents-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Document Sources<\/div><div class=\"vlp-block-1 vlp-link-summary\">The document source feature allows users to easily associate and organize documents within KanBo. With this feature, users can link documents from various sources, such as SharePoint\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Access and Organize Data: Apply filtering cards to rapidly sort and access specific datasets or machine learning models, ensuring efficiency in data handling.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/visualize-work\/general-concept\/filtering-cards\/\" class=\"vlp-link\" title=\"Filtering Cards\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/space-cards-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Filtering Cards<\/div><div class=\"vlp-block-1 vlp-link-summary\">Card filtering is a feature in KanBo that allows space users to sort and find specific cards in a space. There are several filtering options to choose from. It is useful when dealing with large spaces\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"section3tab\" style=\"margin-bottom:40px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What can you expect after solving this challenge?<\/h3>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">By addressing the collaboration hurdle using KanBo, readers can anticipate major gains for long-term collaboration efforts. Empowered by KanBo\u2019s intuitive features, the Machine Learning\/MLOps Engineer can look forward to more streamlined workflows and enhanced communication across team boundaries. Continuous engagement and alignment across various disciplines are safeguarded, reducing the potential for setbacks or delays. In the future, KanBo may provide even more sophisticated analysis and project management tools that could predict and optimize team workflows and performance, making it an essential solution for every Machine Learning\/MLOps Engineer within the pharmaceutical industry.<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"450\" height=\"500\" src=\"https:\/\/kanboapp.com\/wp-content\/uploads\/2023\/11\/KanBo-Use-Cases-Pharma-Banner-Mobile.png\" alt=\"\" class=\"wp-image-7274\"\/><\/a><\/figure>\n\n\n\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column paskek-prawy is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:270px\">\n<div class=\"wp-block-columns jazda is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-left:16px\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":7214,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-8954","page","type-page","status-publish","hentry"],"blocksy_meta":{"has_hero_section":"disabled"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - 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