Julian Londoño
Full Professor at Universidad de Antioquía
Medellín, Antioquia, Colombia
Summary
👤
Senior🎓
Top SchoolJulián Londoño is a Full Professor and senior researcher with a dual PhD in Computer Science and Automatics, combining over a decade of academic leadership with hands-on development of machine learning and signal-processing solutions. Based at Universidad de Antioquia and recently a Maria Zambrano-funded researcher at Universidad Politécnica de Madrid, he designs computer-aided diagnostic systems and ML-based products that have been transferred to industry, including platforms for pharmaceutical dissolution prediction and real-time fraud monitoring. He teaches both introductory and advanced probabilistic machine learning courses, mentoring students across undergraduate and postgraduate programs. A Senior Member of IEEE, his work bridges embedded hardware prototypes, big-data architectures, and computational intelligence—reflecting a practical focus on moving research into deployable tools.
10 years of coding experience
14 years of employment as a software developer
MSc on Engineering - Industrial Automation, MSc on Engineering - Industrial Automation at Universidad Nacional de ColombiaCourseraPhD on Systems Engineering, Computer Sciences, PhD on Systems Engineering, Computer Sciences at Universidad Politécnica de Madrid
Github Skills (67)
spectrogram10
speech10
signal-processing10
audio10
transformation10
audio-processing10
protocol-buffers9
protobuf9
python9
las9
signal9
pytorch9
manipulation9
machine-learning9
serialization9
Programming languages (5)
Github contributions (5)
jdariasl/ME
Sep 2018 - May 2024
Contributions:2 pushes, 1 branch in 5 years 8 months
jdariasl/ML_IntroductoryCourse
Jul 2018 - Mar 2020
IPython Notebboks of my introductory course on Machine Learning
Contributions:65 commits, 11 PRs, 64 pushes in 1 year 8 months
pythondata-sciencemachine-learningintroductoryipython
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