{"id":27065,"date":"2025-11-30T10:11:03","date_gmt":"2025-11-30T09:11:03","guid":{"rendered":"https:\/\/sano.science\/?post_type=people&p=27065"},"modified":"2026-02-20T17:19:08","modified_gmt":"2026-02-20T16:19:08","slug":"martyna-sommer","status":"publish","type":"people","link":"https:\/\/sano.science\/people\/martyna-sommer\/","title":{"rendered":"Martyna Sommer"},"excerpt":{"rendered":"

Junior Research Specialist<\/p>\n","protected":false},"featured_media":21604,"template":"","people_teams":[32],"class_list":["post-27065","people","type-people","status-publish","has-post-thumbnail","hentry","people_teams-computational-intelligence"],"yoast_head":"\nMartyna Sommer - Centre for Computational Personalized Medicine<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sano.science\/people\/martyna-sommer\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Martyna Sommer\" \/>\n<meta property=\"og:description\" content=\"Junior Research Specialist\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sano.science\/people\/martyna-sommer\/\" \/>\n<meta property=\"og:site_name\" content=\"Centre for Computational Personalized Medicine\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/sano.science\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-02-20T16:19:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sano.science\/wp-content\/uploads\/2023\/08\/Sano_w.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"1000\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@sanoscience\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sano.science\\\/people\\\/martyna-sommer\\\/\",\"url\":\"https:\\\/\\\/sano.science\\\/people\\\/martyna-sommer\\\/\",\"name\":\"Martyna Sommer - 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In her engineering thesis, \u201cHomomorphisms and Isomorphisms in the Analysis of Data Structures,\u201d she explored mathematical structure theory in the context of relational database schema analysis, bridging abstract algebra with practical data modeling.<\/p>\n<p>At Sano, she works on developing LLM-powered knowledge graph construction pipelines for clinical data. Her work focuses on transforming unstructured electronic health records into structured Neo4j knowledge graphs using local large language models, semantic embeddings, and graph-based modeling. Her research interests include knowledge representation, graph-based reasoning, explainable AI, and the intersection of mathematics and machine learning in healthcare applications.<\/p>\n<p>Outside of research, Martyna is a basketball player currently competing in a Krak\u00f3w-based club. She loves reading\u2014especially fantasy literature\u2014and enjoys travelling and discovering new cultures.<\/p>\n<p>Martyna Sommer \u2014 Junior Research Specialist collaborating with the <a href=\"https:\/\/sano.science\/research-teams\/computational-intelligence\/\">Computational Intelligence<\/a> group.<\/p>\n","email":"","position_with_team":{"text_before_link":"Junior Research Specialist","link_text":"","text_after_link":"","link":""},"social_media":false,"tabs":false,"quote":"","publications":""},"_links":{"self":[{"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/people\/27065","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/people"}],"about":[{"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/types\/people"}],"version-history":[{"count":4,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/people\/27065\/revisions"}],"predecessor-version":[{"id":29276,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/people\/27065\/revisions\/29276"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/media\/21604"}],"wp:attachment":[{"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/media?parent=27065"}],"wp:term":[{"taxonomy":"people_teams","embeddable":true,"href":"https:\/\/sano.science\/index.php\/wp-json\/wp\/v2\/people_teams?post=27065"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}