Estibaliz Gómez de Mariscal is an EMBO Postdoctoral Fellowship in Henriques Lab at FCG-IGC where she exploits the potential of AI and super-resolution microscopy to enable a better understanding of complex cellular processes.--BACKGROUND--She obtained a 5-years degree (MSc and BSc) in Mathematics at Universidad del País Vasco, Spain (2014) and a MSc in Statistical and Computational Data Processing from the Universidad Complutense de Madrid, Spain (2016). She worked as a financial consultant (Management Solutions) (2014/15) and biostatistician (Linical S.L. (international pharmaceutical CRO))(2016). Supported by a 4-year scholarship for tuition fees and salary, she defended her PhD in Mathematical Engineering in the Dept. of Biomedical and Aerospace Engineering, at Universidad Carlos III de Madrid, Spain, in 2021/09/28, awarded Cum Laude and recognised with the Oustanding Thesis Prize from the university. Overall, she secured funds (~215,000) via scholarships (PhD, MSc & postdoc(EMBO and recently, FCT CEEC)), grants (European Cost Actions, international mobility) and the SIB2 President Innovation Award.--TEACHING & SUPERVISION--She was a teacher assistant in bioimage analysis, biomedical microdevices and transport phenomena courses in BSc and MSc degrees, obtaining satisfactory faculty evaluation surveys (grades above the department's average score) and lecturer in KTH and University of Stockholm. She supervised 2 BSc final projects, a summer research lab student from Johns Hopkins University, and co-supervised internationally a BSc, an MSc and, currently, a PhD student, 2 software engineers and 1 BSc. She was on the jury of an MSc and 2 PhD thesis defences.--SCIENTIFIC CONTRIBUTIONS--Her research lies in the intersection between AI, image processing and life sciences. She has 19 publications (4 preprints, 2 under embargo) with 423 citations (Google Scholar), 4 of them as first author and 1 as last-corresponding author in top tier journals in their field (3 rank in the top 7% and 1 in the top 1% (Scimago 2020)) with a cumulative impact factor of 52.987, attention in social media (737 posts - Altmetric) and international news outlets (8; including Science and Nature News - Altmetric). She contributed 1 book chapter (NEUBIAS Springer book 2022), 1 peer-reviewed international proceeding (ICPRS17) and 1 roadmap chapter. She presented her work at 15 international conferences in oral (SPAOM19&20, ISBI20, ELMI21, Bioimage Informatics 2021, FOM2022&23), poster communications (ISBI18, ELMI18, SPAOM18, NEUBIAS Symposium 2020, CBIA21, MIDL 2022, Imaging Cell Dynamics 2023) and community workshops (NEUBIAS 2020&23, IEEE SPS-SS on Biomedical Signal and Image Processing - Chile 2020). She was an invited speaker (CBIA22, FENS Forum22, Imaging Life: The future) and faculty to schools (ZIDAS 20&21, DL@MBL22, Front. in Neurophotonics CERVO 2022&23, EBI-EMBL21&22&23, EMBO practical courses).--OUTREACH-- Estibaliz is a reviewer for journals (Nat Methods, Nat Machine Intelligence, IEEE Transactions on Medical Imaging, Medical Image Analysis), conferences (MICCAI, MIDL, ISBI) and projects (NSERC). She was involved in scientific dissemination and promotion of diversity activities (International Day of Women and Girls in Science, February 11, 2018-2019, Week of Science Activities UC3M 2018).--COLLABORATIONS-- Her work shows productive international collaboration with renowned institutions (Wirtz Lab at Johns Hopkins University, Masaryk University, Computer Vision Group at the Uni. of Freiburg, EPFL, EMBL, University of Turku, Human Technopole). She is part of the Bioimage.IO initiative and the Cell Tracking Challenge. --OPEN SCIENCE-- Committed to open-science, she publishes all software advances under the FAIR principles (DeepImageJ, pMoSS, DeepBacs, BioImage.IO, microscopy-dl-suite, Cell Tracking Challenge, DL4MicEverywhere). She communicates openly via Twitter (@gomez_mariscal, 1650 followers), image.sc forum and GitHub(@esgomem).