Sebastián Ordóñez
Senior AI ML Software Engineer at MIT Critical Data
Dublin, Ireland
Summary
👤
Senior🎓
Top SchoolSebastián Ordóñez is a Senior AI/ML Software Engineer with 8+ years of experience translating research-grade models into production human-AI systems, currently scaling such systems at Workday from Dublin. He has led over 40 funded projects across health, climate, and scientific computing, and contributes to open-source medical AI work with MIT Critical Data while researching generative and quantum ML. His background spans applied computer vision, incremental learning, reinforcement learning and NLP, with hands-on experience deploying models on HPC and cloud pipelines. Previously he worked at CeADAR, Harvard’s Visual Computing Group, and built satellite imagery and brand-recognition ML systems in industry—demonstrating a rare blend of academic rigor and production engineering. A multilingual education across Europe and Latin America underpins his interdisciplinary approach to complex data problems and system scalability.
8 years of coding experience
5 years of employment as a software developer
Erasmus Mundus Joint Master Degree in Image Processing and Computer Vision, Erasmus Mundus Joint Master Degree in Image Processing and Computer Vision at Universidad Autónoma de MadridMaster Degree in “Informatique” Image Processing and Computer Vision, Master Degree in “Informatique” Image Processing and Computer Vision at Université de BordeauxDATA SCIENCE MACHINE LEARNING AND AI FOR BUSINESS - Santander IE Online Learning Journey, DATA SCIENCE MACHINE LEARNING AND AI FOR BUSINESS - Santander IE Online Learning Journey at IE UniversityMaster of Science in Computer Science Engineering; Specialization in IPCV, Master of Science in Computer Science Engineering; Specialization in IPCV at Pázmány Péter Katolikus EgyetemHarvard UniversityIngeniero en Electrónica y Telecomunicaciones Ingeniería Electrónica y Telecomunicaciones, Ingeniero en Electrónica y Telecomunicaciones Ingeniería Electrónica y Telecomunicaciones at Universidad del Cauca
Spanish, English, French, German, Italian
Github Skills (191)
python10
deep-learning10
image-generation10
computer-graphics10
compression10
cyclegan10
efficientnet10
imagenet10
optimizer10
resnet10
computer-vision10
translation10
image-translation10
interpolation10
mobilenet10
Programming languages (8)
Github contributions (5)
sebasmos/MetaDengue
Sep 2022 - Nov 2022
:cyclone: Satellite Imagery metadata generator
Contributions:17 commits, 7 PRs, 20 pushes in 1 month
pytorchsatellite-imagerymeta-learningsatellitedataset
sebasmos/QuantumVE
Mar 2021 - Mar 2025
Contributions:60 pushes, 1 branch, 1 comment in 4 years 1 month
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