Pablo Pernías
Member Of Technical Staff at Runway
Palo Alto, California, United States
Summary
👤
Senior🎓
Top SchoolPablo Pernías is a machine learning researcher and engineer with 11 years of hands-on software experience, currently a Member of Technical Staff at Runway after leading Control & Personalization research at Luma and authoring Stable Cascade at Stability AI. He combines deep research in computer vision, NLP, generative models and reinforcement learning with strong software foundations from a career spanning full‑stack JavaScript, Android (Java/Kotlin) and production ML systems. Pablo has shipped applied ML across consumer and media products at Disney and Cookpad, contributing to patentable solutions for multimedia metadata, semantic segmentation and image effects. A lifelong coder who built games and homebrew apps as a child, he brings rare product empathy to research work—translating state‑of‑the‑art models into robust, test‑driven features for distributed teams.
11 years of coding experience
9 years of employment as a software developer
Multimedia Technology, Desarrollo de aplicaciones web, HTML5, Javascript, Ruby on Rails, Ember.js, NodeJS, Swift (iOS), Multimedia Technology, Desarrollo de aplicaciones web, HTML5, Javascript, Ruby on Rails, Ember.js, NodeJS, Swift (iOS) at Fachhochschule Salzburg - University of Applied SciencesNatural Language Processing Nanodegree, Artificial Intelligence, Deep Learning, Machine Learning, Language Processing, Feature Engineering, Natural Language Processing Nanodegree, Artificial Intelligence, Deep Learning, Machine Learning, Language Processing, Feature Engineering at UdacityGrado, Ingeniería multimedia, Premio Extraordinario de fin de Grado (Highest Honors), Grado, Ingeniería multimedia, Premio Extraordinario de fin de Grado (Highest Honors) at Universidad de Alicante
Spanish, French, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (161)
python10
diffusion-models10
deep-learning10
image-generation10
audio10
diffusers10
text2image10
flux10
pytorch10
stable-diffusion10
torchvision9
jax9
onesignal9
attention-mechanism9
kotlin9
Programming languages (10)
Github contributions (5)
pabloppp/Machine-Learning-Lab
Nov 2018 - Sep 2019
Contributions:15 commits, 23 pushes, 1 branch in 9 months
pabloppp/Arroz-Con-Cosas
Nov 2022 - Jan 2023
Experimental LDM uses of Paella's architecture
Contributions:23 commits, 21 pushes, 1 comment in 1 month
ldmarchitecturepaella
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