Lucas Estienne
Senior Manager, MLOps (Governance, Monitoring And Deploy) at DataRobot
Ottawa, Ontario, Canada
Summary
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Senior🎓
Top SchoolLucas Estienne is a seasoned engineering leader with 10+ years building cloud-native infrastructure, data platforms, and high-performing teams across startups and research organizations. Currently Senior Manager for MLOps at DataRobot, he blends hands-on expertise in Kubernetes, Terraform, and observability with a track record of driving governance, monitoring and deploy practices that reduce cost and incident MTTI. He has repeatedly led platform consolidations, SaaS transitions and SOC2/CIS compliance programs—delivering measurable outcomes like multi-tenant migrations, 30% CI cost savings, and $45k/month FinOps recoveries. Known for cultivating retention and internal career ladders, Lucas pairs people-focused management with deep technical stewardship, from Airflow-powered data systems to enterprise incident programs. He also brings less obvious strengths in cross-functional change management—building RACI frameworks and on-call cultures that accelerated product delivery and developer velocity.
9 years of coding experience
8 years of employment as a software developer
Algonquin College
English, French, Spanish
Github Skills (66)
docker-registry10
elasticsearch10
visualizations10
thin10
graph10
elastic10
grafana-dashboard10
kibana10
monitoring9
opentofu9
database9
cli9
developer-tools9
postgresql9
dashboard9
Programming languages (9)
Github contributions (5)
CIRALabs/IX-website
Jan 2018 - Sep 2018
Easily configurable Jinja 2 HTML templates for IXP (Internet Exchange Point) websites.
Contributions:28 commits, 1 PR, 18 pushes in 8 months
exchangeconfigurablejinjapointixp
lstn/misc-grafana-dashboards
Jan 2019 - Aug 2022
Misc collection of grafana dashboards used to visualize Prometheus metrics for Kubernetes Cluster
Contributions:19 commits, 10 PRs, 25 pushes in 3 years 8 months
visualizehelm-chartsprometheus-metricsgrafanaprometheus
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