MarcinJoachimiak: Difference between revisions
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= Marcin P. Joachimiak = | |||
Dr. Marcin P. Joachimiak is a prominent researcher in bioinformatics, focusing on the integration of semantic technologies, ontologies, knowledge graphs, and AI/ML into biological data analysis. His significant contributions in the DOE KnowledgeBase project involves designing applications that blend data science, machine learning, and ontology integration, enhancing computational biology and genomics research. He has developed KG-Microbe and contributed to KG-Hub, projects that create and exchange biological knowledge graphs, integrating them with machine learning tools for advanced data analysis and predictions. In the TALISMAN project, Joachimiak developed a method using Large Language Models models for gene set function summarization, showcasing the application of large language models in genomics. Most recently he has been developing friction-less schemas for DataSheets for Datasets and Model Cards, to help standardize key aspects of the AI/ML ecosystem. His work emphasizes the importance of semantic technologies and AI in interpreting complex biological data, bridging computational methods and biology. | Dr. Marcin P. Joachimiak is a prominent researcher in bioinformatics, focusing on the integration of semantic technologies, ontologies, knowledge graphs, and AI/ML into biological data analysis. His significant contributions in the DOE KnowledgeBase project involves designing applications that blend data science, machine learning, and ontology integration, enhancing computational biology and genomics research. He has developed KG-Microbe and contributed to KG-Hub, projects that create and exchange biological knowledge graphs, integrating them with machine learning tools for advanced data analysis and predictions. In the TALISMAN project, Joachimiak developed a method using Large Language Models models for gene set function summarization, showcasing the application of large language models in genomics. Most recently he has been developing friction-less schemas for DataSheets for Datasets and Model Cards, to help standardize key aspects of the AI/ML ecosystem. His work emphasizes the importance of semantic technologies and AI in interpreting complex biological data, bridging computational methods and biology. | ||
Latest revision as of 21:29, 21 December 2023
Marcin P. Joachimiak
Dr. Marcin P. Joachimiak is a prominent researcher in bioinformatics, focusing on the integration of semantic technologies, ontologies, knowledge graphs, and AI/ML into biological data analysis. His significant contributions in the DOE KnowledgeBase project involves designing applications that blend data science, machine learning, and ontology integration, enhancing computational biology and genomics research. He has developed KG-Microbe and contributed to KG-Hub, projects that create and exchange biological knowledge graphs, integrating them with machine learning tools for advanced data analysis and predictions. In the TALISMAN project, Joachimiak developed a method using Large Language Models models for gene set function summarization, showcasing the application of large language models in genomics. Most recently he has been developing friction-less schemas for DataSheets for Datasets and Model Cards, to help standardize key aspects of the AI/ML ecosystem. His work emphasizes the importance of semantic technologies and AI in interpreting complex biological data, bridging computational methods and biology.