Ricardo Soares

Machine Learning Engineer at Meta

London, England, United Kingdom
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Summary

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Senior
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Top School
Ricardo Soares is a Machine Learning Engineer with nine years' experience building production ML systems, currently applying his expertise at Meta in London. He blends data science and software engineering to design scalable pipelines and services, from real-time event processing and knowledge graph enrichment to bank transaction forecasting and NLP-driven merchant detection. Ricardo has repeatedly moved teams from monoliths to microservices, implemented Kafka- and Airflow-based ingestion flows, and managed analytics databases (Redshift, Citus) with automated data-quality alerts. He’s delivered end-to-end solutions such as live transcription and entity tagging for Zoom calls and an object-relational mapping layer to streamline data scientist workflows. Comfortable across cloud environments and containerized architectures, he pairs hands-on Python engineering with a formal AI background (MSc, First-Class) and a track record of translating research-grade models into reliable production services. An underappreciated strength is his habit of building observability and test coverage into pipelines early, reducing firefighting as systems scale.
code9 years of coding experience
job3 years of employment as a software developer
bookMaster of Science - MS, Artificial Intelligence, First-Class Honors, Master of Science - MS, Artificial Intelligence, First-Class Honors at University of Aberdeen
bookBachelor of Science - BS, Computer Science, Bachelor of Science - BS, Computer Science at University of Wolverhampton
bookBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Universidade do Algarve
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Stackoverflow

Stats
315reputation
30kreached
15answers
4questions
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Github Skills (20)

pathlib6
slack6
aws-lambda6
bots6
amazon-web-services6
python6
java6
json6
slack-api6
sub-directory6
classification4
flask4
react3
image-classification2
eye-detection2

Programming languages (3)

JavaScriptJupyter NotebookPython

Github contributions (5)

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rmssoares/Auktionsverk

Apr 2018 - Apr 2021

Contributions:14 commits, 12 pushes, 1 branch in 3 years
Contributions:7 commits, 6 pushes, 1 branch in 2 years 5 months
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Ricardo Soares - Machine Learning Engineer at Meta