Brayan Rodriguez

Assistant Professor at Pontificia Universidad Javeriana

Cali, Valle del Cauca, Colombia
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Summary

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Brayan Rodriguez is an Assistant Professor of Marketing and Doctor of Engineering who combines 11 years of applied software and research experience to study how sound shapes consumer experience using machine learning and crossmodal methods. Trained as a computer engineer and M.Eng., he has built full-stack and backend systems (Django, Node, MongoDB) and applied data pipelines for real-world projects from agricultural decision-support to developer performance platforms. He teaches and has high student evaluations from undergraduate CS courses while publishing multisensory research that bridges acoustic feature extraction, music emotion recognition, and in-store recommendation systems. Based in Cali, Colombia, he pairs rigorous computational methods with hands-on musical practice—an unusual blend that informs both his research design and practical prototypes.
code11 years of coding experience
job7 years of employment as a software developer
bookOverseas Visiting PhD Fellowship, Multisensory marketing, Overseas Visiting PhD Fellowship, Multisensory marketing at BI Norwegian Business School
bookMaster of Engineering - MEng, Computer Engineering, 4.68/5, Master of Engineering - MEng, Computer Engineering, 4.68/5 at Universidad ICESI
bookBachelor’s Degree, Computer Science, Music Generation, 4.49/5, Bachelor’s Degree, Computer Science, Music Generation, 4.49/5 at Universidad del Valle (CO)
bookUniversidad de los Andes
languagesSpanish, English
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Github Skills (59)

pytorch10
python10
machine-learning10
multi-user10
deep-learning10
tensorflow10
natural-language-processing10
transformer10
speech-recognition10
nlp10
jupyter-notebook10
jupyterhub9
transformers9
kubernetes9
ipython9

Programming languages (8)

TypeScriptJavaJavaScriptHTMLJupyter NotebookRubyMATLABPython

Github contributions (5)

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This repository is made for an Underdegree Thesis. It's a web application that generates automatic songs based on some representing instruments of Salsa Music by a probabilistic parser to induce a grammar from a corpus based on Grupo Niche songs.
Contributions:33 pushes, 1 branch in 3 years 8 months
nichesalsacorpusgrammarsongs
Backend in Django for a public repository on birds characterization
Contributions:79 PRs, 184 pushes, 2 branches in 1 year
characterizationpublic-repositorypythondjango-rest-frameworkdjango
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Brayan Rodriguez - Assistant Professor at Pontificia Universidad Javeriana