Mónica Aylagas
Lead Research Scientist at SEED (Electronic Arts)
Stockholm County, Sweden
Summary
👤
Senior🎓
Top SchoolMónica Aylagas is a Lead Research Scientist at SEED (Electronic Arts) with a decade of experience turning generative ML research into production tools that empower artists and game developers. She specializes in deep computer vision and generative models (GANs, VAEs) applied to images, animation, audio and level creation, bridging academic publication and patenting with shipped game credits. Her background spans hands-on model implementation, dataset engineering, technical writing and mentoring, and she regularly presents research both internally and publicly. Trained in machine learning at KTH and with a foundation in computer engineering, she brings rigorous academic methods to pragmatic studio problems. Unusually for an ML researcher in games, she also holds formal violin training, reflecting a long-standing interest in creative practice that informs her focus on human-centered tools.
10 years of coding experience
7 years of employment as a software developer
Degree in Computer Science Engineering Computer Science Engineering, Degree in Computer Science Engineering Computer Science Engineering at Universidad Autónoma de MadridMaster's Degree Machine learning, Master's Degree Machine learning at KTH Royal Institute of TechnologyGrado Medio Violin, Grado Medio Violin at Conservatorio Profesional de Música Arturo Soria
Spanish, English, Swedish
Github Skills (12)
version-control7
machine-learning6
data-models6
cml6
collaboration5
python5
data-science5
unstructured-data5
dvc5
developer-tools4
ai4
pytorch3
Programming languages (1)
Github contributions (5)
MonicaVillanueva/CNN_Style_Transfer
May 2017 - Jun 2017
Contributions:19 commits, 8 pushes in 27 days
MonicaVillanueva/Blender
Feb 2017 - Oct 2019
Contributions:4 pushes, 1 branch in 2 years 9 months
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