{"id":34488,"date":"2024-11-19T16:46:19","date_gmt":"2024-11-19T15:46:19","guid":{"rendered":"https:\/\/kinit.sk\/member\/jan-jakubcik-2\/"},"modified":"2024-11-19T16:47:17","modified_gmt":"2024-11-19T15:47:17","slug":"jan-jakubcik-2","status":"publish","type":"member","link":"https:\/\/kinit.sk\/sk\/clen\/jan-jakubcik-2\/","title":{"rendered":"J\u00e1n Jakub\u010d\u00edk"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p>J\u00e1n is a senior full-stack developer and researcher specializing in AI integration and innovative technology solutions in healthcare. With extensive experience in machine learning, microservices, and DevOps, he has recently shifted his focus towards advancing generative AI technologies. His work includes developing AI-powered medical imaging systems, clinical decision support systems, and contributing to ethical AI practices.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><strong>Selected Achievements<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>Co-authored paper <a href=\"https:\/\/www.researchgate.net\/publication\/366830208_An_AI-Powered_Clinical_Decision_Support_System_to_Predict_Flares_in_Rheumatoid_Arthritis_A_Pilot_Study\">An AI-Powered Clinical Decision Support System to Predict Flares in Rheumatoid Arthritis: A Pilot Study<\/a>.<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Developed the Rheuma Care Manager AI MVP to predict adverse effects of BDMARD drugs, resulting in two patents.<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Specialized in deep learning for healthcare imaging with MONAI and AI-powered imaging decision support systems.<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Led efforts for ethical AI reports, such as model cards for developed web applications with integrated ML predictions.<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Developed prototypes using generative AI technologies, including local RAG solutions, LangChain agents, image generation with Stability AI and ComfyUI, fine-tuning, and LoRA creation.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><strong>Selected Activities<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>Participating in the AI-Auditology project focusing on research of social media platforms and AI transparency.<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Contributed to the development of AI-powered medical imaging systems for healthcare.<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Authored ethical AI reports ensuring AI applications are safe and transparent.<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Exploring new ways to integrate AI into real-world applications, making a significant impact in the field of AI research and development.<\/li>\n<\/div><\/ul>\n<\/div>\n\n\n\n\n\n\n\n","protected":false},"featured_media":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"categories":[78],"class_list":["post-34488","member","type-member","status-publish","hentry","category-web-user-data-processing-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - 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