Fco González
Sr. ML Engineer Amazon
Luxembourg
Summary
👤
Senior🎓
Top SchoolFco González is a Senior Machine Learning Engineer at Amazon with 12 years of experience building production ML systems and data pipelines that move fast and scale globally. He has driven measurable business impact—designing behavioral features and infrastructure that helped recover signal sparsity and contributed to over $1.1B in estimated revenue gains—and shortened feature development cycles from six months to one. At Amazon he leads efforts to generalize an ML experimentation framework and expand Generative AI/LLM workflows across languages, reducing human-in-the-loop costs and accelerating time-to-market. His background spans end-to-end search ranking, NLP model deployment, and big data orchestration from roles at NTENT to international Search, backed by a PhD in Computer Science. Known for combining research-grade rigor with pragmatic engineering, he frequently unifies feature definitions and refactors frameworks to unlock reuse across teams. Based in Luxembourg, he brings a quiet curiosity—summed up by a one-word GitHub bio, “Learning.”—that drives continual improvement of systems and teams.
12 years of coding experience
5 years of employment as a software developer
Master’s Degree, Computer Engineering & Computer Science, 9.51/10, Master’s Degree, Computer Engineering & Computer Science, 9.51/10 at Universidad de MálagaDoctor of Philosophy - PhD, Computer Science and Information Technology, Excellent “Cum Laude”, Doctor of Philosophy - PhD, Computer Science and Information Technology, Excellent “Cum Laude” at Universitat Pompeu FabraMaster’s Degree, Computer Science, 110/110, Master’s Degree, Computer Science, 110/110 at Università di Pisa
Spanish, English, Italian
Github Skills (34)
classification10
porting9
cognitive-services9
python9
nlp-machine-learning9
deep-learning8
keras8
tensorflow8
pyspark8
machine-learning8
neural8
pytorch8
data-science8
apache-spark7
spark7
Programming languages (4)
Github contributions (5)
nur-ag/neural-networks-for-nlp-course
Apr 2020 - Apr 2020
A Keras-based course to go from 0 to 1 using Neural Networks for NLP, focused on programming and practice!
Contributions:6 commits, 1 PR, 2 pushes in 1 day
gokerasnatural-language-processingneural-networkneural
nur-ag/nur-ag.github.io
Nov 2016 - Jul 2025
Contributions:1 PR, 63 pushes, 1 branch in 8 years 9 months
javascript
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