Felipe Cortés
Enterprise Technology Manager at Sarasota County Sheriff's Office
Sarasota, Florida, United States
Summary
👤
Senior🎓
Top SchoolFelipe Cortés is a PhD student and seasoned engineer with 13 years of experience combining AI, data engineering and software development across industry and research. He is conducting a joint PhD between IFPEN and Université de Lorraine, developing hybrid methods that fuse kinetic chemical models with machine learning to accelerate model development and improve predictive performance. His background spans big-data engineering at Bancolombia, production software and full-stack projects, and research implementations of physics-informed ML and CNN-based lighting estimation. Felipe blends practical production skills (Python, PySpark, SciANN, PyTorch) with a strong academic grounding in machine learning and data mining from Université de Lyon and EAFIT. Notably, he has hands-on experience benchmarking hybridization paradigms against pure data-driven models, reflecting a pragmatic focus on interpretability and domain knowledge integration.
13 years of coding experience
Associates, Art/Art Studies, General, Associates, Art/Art Studies, General at Manatee Community CollegeBachelors, Information Technology/System Security, Bachelors, Information Technology/System Security at University of Phoenix
Spanish, English
Github Skills (65)
eslint-plugin8
multidimensional-arrays7
async7
job-queue7
parser7
google-oauth7
eslint7
python-bindings7
pty6
stylelint6
graphql-tools6
linter6
python6
task-queue6
dicom6
Programming languages (6)
Github contributions (5)
fcortes/crawly
Dec 2012 - Jun 2013
Contributions:6 commits in 6 months
crawlercursosuniversidadsimple-crawler
fcortes/turing-machine-simulator
Jun 2017 - Oct 2024
Contributions:3 PRs, 9 pushes, 2 branches in 7 years 5 months
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