Fernando Cervantes-sánchez
Systems Analyst at The Jackson Laboratory
Bar Harbor, Maine, United States
Summary
👤
Senior🎓
Top SchoolFernando Cervantes-sánchez is a Systems Analyst with a PhD in Computer Science and a decade of experience applying computational intelligence to medical image analysis. Based at The Jackson Laboratory in Bar Harbor, he bridges research and applied development, integrating AI methods into decision-support tools for clinical practice. His background includes developing deep learning models and neural architecture search techniques at CIMAT, paired with an engineering foundation in quality and process improvement from industry roles at Nissan. Fernando combines rigorous academic training with practical systems thinking and Lean Six Sigma sensibilities, enabling reproducible, production-ready imaging solutions. He is comfortable moving projects from experimental models to institution-scale IT environments, bringing both statistical engineering and hands-on implementation experience.
10 years of coding experience
1 year of employment as a software developer
PhD, Computer Science, PhD, Computer Science at Centro de Investigación en Matemáticas, A.C.BE, Statistical Industrial Engineer, BE, Statistical Industrial Engineer at Universidad Autónoma de AguascalientesMSc, Computer Science, MSc, Computer Science at Centro de Investigación en Matemáticas, A. C.Yellow Belt, Lean Manufacturing, Yellow Belt, Lean Manufacturing at Lean Six Sigma Institute
Korean, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (26)
python10
image-processing10
computer-vision10
geometric9
dask-distributed8
zarr8
scipy8
geometry7
machine-learning6
segmentation5
image-analysis4
microscopy4
stable3
classification3
fine-tuning3
Programming languages (7)
Github contributions (5)
TheJacksonLaboratory/activelearning
Apr 2024 - Jul 2025
Active learning tools for fine-tuning ML models
Contributions:12 releases, 56 PRs, 133 pushes in 1 year 2 months
fine-tuningmlmodel
TheJacksonLaboratory/deeplearning-image-analysis-workshop
May 2023 - Apr 2026
Notebooks for the workshop Advanced Machine learning with Python
Contributions:9 PRs, 18 pushes, 14 branches in 3 years
imaging-solutions
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