Sebastián Rodríguez
Staff Machine Learning Engineer at Factored
Medellín, Antioquia, Colombia
Summary
👤
Senior🎓
Top SchoolSebastián Rodríguez is a Staff Machine Learning Engineer based in Medellín with 10 years of experience building and deploying applied ML solutions across academia and industry. He combines hands-on engineering at companies like Landing AI and Factored with a strong teaching and research background as a university instructor and master's-level graduate from Universidad EAFIT. His work spans deep learning for autonomous systems, production ML engineering, and curriculum design for data science courses, reflecting an ability to translate research into practical products and training. Comfortable mentoring and leading technical initiatives, he has balanced roles in startups, enterprise teams, and higher education, which gives him a rare perspective on both scalability and pedagogy. Lifelong learning drives his practice, and he often bridges theory and implementation to accelerate model adoption in real-world settings.
10 years of coding experience
6 years of employment as a software developer
Magister en Ingeniería, Maestría en Ingeniería, Graduado en abril de 2018, Magister en Ingeniería, Maestría en Ingeniería, Graduado en abril de 2018 at Universidad EAFIT
Github Skills (113)
python10
deep-learning10
ml10
neural-network10
data-science10
tensorflow10
pytorch10
machine-learning10
deep-neural-networks10
rest9
api9
implicit9
efficientnet9
matrix-factorization9
json9
Programming languages (9)
Github contributions (5)
srcolinas/srcolinas.github.io
Dec 2023 - Feb 2025
Contributions:2 reviews, 6 PRs, 62 pushes in 1 year 2 months
srcolinas/roadmap-to-AI
Feb 2019 - Mar 2020
Contributions:19 commits, 1 PR, 18 pushes in 1 year
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