Miguel Leite
Machine Learning Scientist at Adyen
Amsterdam, North Holland, Netherlands
Summary
👤
Senior🎓
Top SchoolMiguel Leite is a Machine Learning Scientist based in Amsterdam with 9 years of experience building high-throughput, low-latency ML systems for finance and betting platforms. He has shipped production fraud-detection pipelines and retraining workflows at scale (handling tens of millions of events/day with sub-250ms SLAs) and has deep experience with Spark, Airflow, Kafka and AWS data ingestion. His master's work and internships focused on active learning, producing methods that cut labeling needs by 30–50%, a practical signal of his ability to bridge research and production. Previously he helped operate highly available microservice architectures for major betting sites and wrote tooling to improve release and performance processes. Comfortable on-call and in cross-functional teams, he blends research-led thinking with pragmatic engineering to deliver reliable ML products.
9 years of coding experience
4 years of employment as a software developer
Full Stack Web Development Certification, Computer Software Engineering, Full Stack Web Development Certification, Computer Software Engineering at Free Code CampErasmus+, Computer Science, Erasmus+, Computer Science at Rijksuniversiteit GroningenLicenciatura em Engenharia Informática, Engenharia Informática, Licenciatura em Engenharia Informática, Engenharia Informática at Universidade do Minho
Github Skills (38)
snorkel9
data-augmentation8
python8
jupyterlab8
jupyter7
training-data7
weak-supervision7
jupyterlab-extension7
jupyter-widget6
api6
machine-learning6
labeling6
integrate6
openml6
scientific-computing5
Programming languages (5)
Github contributions (5)
MLobo1997/dotfiles
Dec 2016 - Nov 2020
Contributions:61 pushes, 1 branch in 4 years
MLobo1997/DengAI
Apr 2019 - Jun 2021
Our solution for the DengAI challenge.
Contributions:16 pushes, 3 branches in 2 years 2 months
deep-learningmachine-learningdataminingai
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.