Jose Gonzalez
Data Science Technical Leader
Medellín, Antioquia, Colombia
Summary
👤
Senior🎓
Top SchoolJose Gonzalez is a Data Science Technical Leader with over 10 years of experience building scalable ML and MLOps solutions, currently leading data science efforts at Mercado Libre from Medellín, Colombia. He combines a strong research background—a PhD in Information and Communication Technologies focused on sound and music computing—with hands-on production expertise in model deployment, monitoring, and team-building. Previously a tenured researcher and professor at Universidad Pontificia Bolivariana, he taught and designed courses in machine learning, audio mining, and production-ready data science, blending academic rigor with practical engineering. His projects span audio and music information retrieval, automated information extraction, and recommender systems, with measurable impact such as accelerating interview scheduling in industry. Known for promoting reproducibility, CI/CD and software best practices in ML projects, he uniquely bridges signal-processing research and enterprise-grade MLOps.
9 years of coding experience
5 years of employment as a software developer
PhD, Information and Communication Technologies, Sound and music computing, PhD, Information and Communication Technologies, Sound and music computing at Universitat Pompeu FabraMaster of Engineering (MEng), Telecomunications, Master of Engineering (MEng), Telecomunications at Universidad Pontificia Bolivariana
Spanish, English
Stackoverflow
729reputation
87kreached
8answers
0questions
Github Skills (68)
hugo-theme10
forestry10
music10
open-science10
jupyter10
netlify10
music-information-retrieval10
rmarkdown10
page-builder10
rstudio10
sound-processing10
python-bindings10
r9
midi9
audio9
Programming languages (6)
Github contributions (5)
JoseRZapata/Data_analysis_notebooks
Sep 2023 - Mar 2025
Data analysis notebooks with python
Contributions:2 reviews, 150 PRs, 175 pushes in 1 year 6 months
data-sciencedata-visualizationjupyter-notebookpython
JoseRZapata/SyS
Sep 2019 - Jun 2022
Contributions:33 commits, 26 pushes, 1 branch in 2 years 9 months
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