Lerko Hernández
Data Scientist Sr
Santiago, Santiago Metropolitan Region, Chile
Summary
👤
Senior🎓
Top SchoolLerko Hernández is a Senior Data Scientist with nine years of multidisciplinary experience applying machine learning and signal processing across astronomy, geology, telecommunications and aviation. With a foundation in electrical engineering and a master's in AI from Universidad de Chile, he combines algorithm design and practical production deployment—recently working on geotechnical computer vision for mining and production ML at Liberty Latin America before joining LATAM Airlines. He is adept at translating domain-specific problems into data-driven solutions, from NLP news classifiers and GPU-accelerated deployments to alarm systems modeled as finite state machines. Comfortable in cross-functional teams, he brings both research rigor and hands-on engineering discipline to operationalize models at scale. Outside work he sustains a broad intellectual curiosity—studying history and theology—and plays bass, a creative outlet that informs his collaborative and pattern-oriented approach to problem solving.
9 years of coding experience
5 years of employment as a software developer
Diplomado en Teología Pública y Formación Política, Diplomado en Teología Pública y Formación Política at Seminario Teológico PresbiterianoMagister en ciencias de la ingeniería, mención eléctrica, Artificial Intelligence, Magister en ciencias de la ingeniería, mención eléctrica, Artificial Intelligence at Universidad de Chile
Github Skills (24)
gaussian8
modeling8
bayesian-inference8
bayesian8
mcmc8
probabilistic8
probabilistic-models8
statistical-inference8
probabilistic-programming8
bayesian-statistics7
variational-inference7
gaussian-processes7
information-theory7
stochastic-processes7
python7
Programming languages (1)
Github contributions (5)
lerkoah/ComplexBehaviorDetector
Jan 2017 - Mar 2017
Contributions:1 release, 20 PRs, 126 pushes in 2 months
lerkoah/BayesianInterferometryIDS
Mar 2017 - May 2019
Contributions:8 PRs, 75 pushes, 5 branches in 2 years 2 months
interferometrybayesianids
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