Elio Ventocilla
Senior ML Data Engineer
Gothenburg, Sweden
Summary
👤
Senior🎓
Top SchoolElio Ventocilla is a Senior ML Data Engineer with 10 years of experience building scalable data products, MLOps pipelines, and visual analytics solutions across automotive and telecom industries. His work spans production-grade data engineering at Volvo and Ericsson to academic research—he holds a PhD focused on scalable cluster visualization and authored a progressive Spark-based visualization library. Skilled in designing governed, auditable datasets and data mesh practices, he has driven architecture and tech decisions while ensuring compliance with regulations like the EU Data Act. Elio blends hands-on ML systems development (large-scale log anomaly detection, cloud-native pipelines) with cross-functional leadership, including Scrum Master responsibilities and tech lead roles. He brings a multicultural, interdisciplinary approach honed through international consulting and teaching, and maintains a strong interest in making complex, high-dimensional data interpretable for stakeholders. Based in Gothenburg, he uniquely combines research-grade visual analytics expertise with pragmatic delivery of production data services.
10 years of coding experience
7 years of employment as a software developer
Licenciatura in Information Systems Engineering, Information Technology, Licenciatura in Information Systems Engineering, Information Technology at Universidad Latina de Costa RicaMaster in Information Systems, Information Technology, Master in Information Systems, Information Technology at Uppsala universitet
English, Spanish, Swedish
Github Skills (15)
dashboard8
monitoring8
mysql8
analytics7
elasticsearch7
data-visualization7
prometheus7
visualization7
go6
grafana6
visualize6
influxdb5
observability4
composable4
business-intelligence3
Programming languages (2)
Github contributions (5)
eliovr/minigng
Mar 2021 - Nov 2021
Contributions:1 release, 7 commits, 17 pushes in 8 months
eliovr/visualgng
Apr 2019 - May 2021
Contributions:33 pushes, 1 branch, 2 tags in 2 years 1 month
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