Adriana Romero-soriano
Core Industry Member at McGill University
Montreal, Quebec, Canada
Summary
👤
Senior🎓
Top SchoolAdriana Romero-soriano is a researcher and technical leader with 12 years of experience at the intersection of industrial labs and academia, specializing in vision and multi-modal representation learning and generative models. She has driven high-impact programs at Meta and Mila that cut the synthetic-to-real gap by half, advanced image and video generation diversity, and improved MRI acquisition and 3D reconstruction through active sensing. With over 50,000 citations and frequent presentations at top-tier venues, she pairs deep scientific influence with hands-on engineering and cross-functional collaboration. Adriana has co-led teams of researchers and mentored 25+ junior scientists, with the majority moving to Tier‑1 labs or faculty roles. As an adjunct professor and core industry member, she co-advises graduate students while translating research into practical systems and demos (e.g., image-to-recipe and fastMRI contributions). Beyond research, she has demonstrated organizational leadership by restructuring a nonprofit to improve occupancy and retention, reflecting an uncommon blend of technical, academic, and operational impact.
12 years of coding experience
Vienna University of TechnologyBaccalauréat Général, Série Scientifique, Baccalauréat Général, Série Scientifique at Lycée Français de BarceloneEngineer, Computer Engineering, Engineer, Computer Engineering at Universitat Autònoma de BarcelonaUPC Universitat Politècnica de CatalunyaDoctor of Philosophy (PhD), Applied Mathematics, Doctor of Philosophy (PhD), Applied Mathematics at Universitat de Barcelona
Spanish, Catalan, French, English, German
Github Skills (14)
segmentation10
recipe9
theano9
deep-learning8
pymc8
multidimensional-arrays8
mathematical-expressions8
semantic8
python7
pytorch5
keras2
machine-learning1
speech1
tensorflow1
Programming languages (1)
Github contributions (5)
adri-romsor/iterative_inference_segm
Aug 2016 - Aug 2017
Contributions:163 commits in 1 year
ballasn/facedet
Aug 2014 - Jan 2015
Contributions:50 commits, 1 push in 4 months
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