Sebastián Zambrano
Data Specialist
Santiago, Santiago Metropolitan Region, Chile
Summary
👤
Senior🎓
Top SchoolSebastián Zambrano is a data specialist with nine years of experience applying data science, machine learning and automation to optimize processes and resources, currently working at SONDA and teaching data analytics and ML at Universidad Santo Tomás. He has led data science teams and MLOps initiatives (including Prefect and MLflow adoption) to industrialize models and orchestrate batch pipelines, alongside a solid backend and automation background from roles building APIs, Airflow DAGs and RPA scripts. His training combines a Master in Data Science with diplomas in generative AI and advanced statistics, enabling him to bridge rigorous research methods with pragmatic production solutions. Known for thriving under pressure, Sebastián pairs technical leadership with hands-on implementation—from feature engineering and clustering to monitoring model lifecycles—while fostering cross-functional collaboration. An often-overlooked strength is his blend of finance and compliance experience, which informs robust risk-aware analytics for business settings.
9 years of coding experience
5 years of employment as a software developer
Ingeniero en Administración de Empresas mención Finanzas, Ingeniero en Administración de Empresas mención Finanzas at INACAPDiplomado de IA Generativa y Modelos de Lenguaje, Diplomado de IA Generativa y Modelos de Lenguaje at Centro Nacional de Inteligencia ArtificialDiplomado Inteligencia de Negocios, Diplomado Inteligencia de Negocios at Universidad de ChileBootcamp: Fundamentos de Data Science, Bootcamp: Fundamentos de Data Science at Desafío LatamMagister en Ciencia de Datos, Magister en Ciencia de Datos at Pontificia Universidad Católica de Chile
English, Spanish
Github Skills (20)
nintendo7
switch7
adapter6
kernel-module6
wii6
emulation5
cpp5
counter5
wiiu5
kernel4
suppression3
git-mirror3
vaapi3
perlin-noise2
streaming2
Programming languages (2)
Github contributions (5)
YeaSeb/wmo-oc-kmod
Apr 2022 - Oct 2022
Kernel module for overclocking the Nintendo Wii U/Mayflash GameCube adapter.
Contributions:2 releases, 19 commits, 17 pushes in 6 months
kernelnintendo-wii-ugamecubenintendo-wiiadapter
Hybrid14/INFO175_Empire
Apr 2017 - May 2017
Contributions:18 commits, 14 pushes in 1 month
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