Antonio Feregrino
Staff ML Engineer at Simply Business
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolAntonio Feregrino is a Staff ML Engineer based in London with 12 years of experience blending data science and software engineering to operationalise machine learning at scale. He has driven platform migrations (Databricks, SageMaker), productionised streaming propensity models tied to Kafka, and built tooling that empowers data scientists to author pipelines with minimal ops overhead. Known for pragmatic MLOps—automating cluster deployment, permission management and monitoring with tools like MLflow and Evidently—he also mentors engineers and delivers cross-functional training on Python and LLMs. His background spans end-to-end ML work from neural networks and transfer learning to data engineering and mobile/backend development, reflecting a rare full-stack ML-to-production skill set. Outside work he signals a creative, hands-on streak—his GitHub notes "lego bricks" alongside data science and software development, hinting at a playful, systems-building mindset.
12 years of coding experience
12 years of employment as a software developer
The National Polytechnic Institute of MexicoMaster of Science - MS Data Science, Master of Science - MS Data Science at University of Glasgow
Spanish, English
Stackoverflow
154reputation
5kreached
5answers
5questions
Github Skills (168)
random-generation10
duplicate-detection10
papermill10
jupyter10
del10
dictionary10
vscode10
scraper10
teleprompter10
pycharm10
que10
data-engineering9
enums9
youtube9
localization9
Programming languages (13)
Github contributions (5)
thatcsharpguy/aprende-c-sharp
Jan 2016 - Jul 2017
Contributions:57 commits, 51 pushes, 1 branch in 1 year 6 months
messier16/Forms.Controls_deprecated
May 2016 - Sep 2017
Home of all Messier16 Xamarin.Forms controls :grin:
Contributions:85 commits, 1 PR, 75 pushes in 1 year 4 months
xamarinnuget
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