Fabricio Flores
Senior Machine Learning Engineer (AI Software Solutions) at AMD
Loja, United States
Summary
👤
Senior🎓
Top SchoolFabricio Flores is a Senior Machine Learning Engineer with 12 years of experience blending research-grade ML with production AI solutions, currently driving AI software at AMD. He has a strong academic foundation from Carnegie Mellon and a track record delivering impactful systems across e-commerce, industrial IoT, and semiconductor manufacturing—from inventory optimization and image-quality indexing at Walmart to predictive maintenance and defect detection at Fortive. Comfortable across the stack, he pairs deep learning and computer vision expertise with frontend and full-stack skills (Vue, Angular, Node.js, Ruby on Rails), enabling end-to-end deployments and realtime monitoring. Known for translating domain knowledge into practical models, he has built ML-driven web frameworks and large-scale sensor deployments for occupancy and asset monitoring. Based in Loja, Fabricio brings a pragmatic research-to-production mindset that surfaces useful metrics (e.g., custom image quality indices) rather than black-box models.
12 years of coding experience
7 years of employment as a software developer
Bachelor of Science Computational and Applied Mathematics, Bachelor of Science Computational and Applied Mathematics at Escuela Politécnica NacionalMaster of Science Smart Infrastucture Systems (Machine Learning and IoT Sensing), Master of Science Smart Infrastucture Systems (Machine Learning and IoT Sensing) at Carnegie Mellon University
Spanish, English
Stackoverflow
375reputation
4.6mreached
2answers
4questions
Github Skills (66)
postgresql10
ruby10
ember10
javascript10
rails10
forum10
discourse10
mhealth10
uploading9
backend9
hoverintent9
diabetes7
coordinates7
parallel-coordinates7
nodejs7
Programming languages (6)
Github contributions (5)
Silverhill/coupon-backend
Jan 2018 - Jun 2018
Contributions:45 PRs, 61 pushes, 46 branches in 4 months
vilcabamba/batusay
Mar 2017 - Aug 2020
Contributions:19 PRs, 36 pushes, 30 branches in 3 years 5 months
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