Aleksei Maliutin
Machine Learning Engineer MLOps Engineer Senior Consultant at KPMG Nederland
Amsterdam, North Holland, Netherlands
Summary
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Senior🎓
Top SchoolAleksei Maliutin is a Machine Learning and MLOps engineer with 11 years of experience building production-grade ML systems and shipping them at scale from research notebooks to Kubeflow/KServe deployments. Based in Amsterdam, he combines strong modeling chops (TensorFlow, XGBoost, attention models) with hands-on MLOps delivery—leading a team that built a security-enhanced Kubeflow platform on Azure AKS now used across his department. His work spans NLP, anomaly detection, and graph-based financial representation learning, and his University of Amsterdam thesis introduced a novel finWalk sampling strategy for financial networks. He measures success by operational impact, having cut procedure times and training times significantly through pipeline and serving optimizations. A double MSc graduate and Microsoft-certified practitioner, he mentors junior engineers and actively shapes MLOps roadmaps within enterprise settings.
11 years of coding experience
3 years of employment as a software developer
BSc Computer Science Informatics and Information Technologies , BSc Computer Science Informatics and Information Technologies at Saint Petersburg State UniversityMaster of Science - MS Computational Science (joint degree), Master of Science - MS Computational Science (joint degree) at Vrije Universiteit Amsterdam (VU Amsterdam)Master of Science - MS Computational Science (joint degree), Master of Science - MS Computational Science (joint degree) at University of AmsterdamMSc Computer Science BigData and Extreme Computing, MSc Computer Science BigData and Extreme Computing at ITMO University
Russian, English
Github Skills (21)
datasets8
azerothcore7
1c7
fact-checking6
pii6
open-datasets5
bitrix5
nette5
python5
data-quality5
tripadvisor4
open-source3
crawler2
machine-learning1
twitter-api1
Programming languages (1)
Github contributions (5)
AlexWorldD/Libry
Dec 2015 - Apr 2021
Contributions:2 PRs, 76 pushes, 6 branches in 5 years 5 months
AlexWorldD/AIRY
Jun 2017 - Apr 2021
Contributions:2 pushes in 3 years 10 months
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