About bernardo
Machine Learning researcher and Computational Intelligence (CI) enthusiast. Stoked to code machine learning applications.
Key Skills
Experience
Mlops Engineer
CurrentMoonpay
Mlops Engineer
Cardo Ai
* Created a Kubernetes CronJob connected to a Slack bot that switches off KubeFlow notebooks, therefore cutting AWS costs by releasing notebook-bound EC2 resources. * Developed Argo Workflow for monitoring of models in production, using NannyML, Kubernetes, AWS SQS and S3 Event notifications, allowing for observability of performance and feature drift. * Enhanced data processing workflows in AirFlow and added unit tests to AirFlow DAGs. * Deployed and managed Grafana, Prometheus and Loki for general monitoring of K8s resources. * Added model pre-deployment tests in CI/CD pipelines to ensure model, training and data consistency.
Mlops Engineer
Mricons
* Development, Maintenance and Troubleshooting of a new web-based MLOps Platform to provide end-to-end services for training, validation and deployment of ML models based on Open-Source software and including the following components: * A data warehouse * A feature store * A tracking platform for model training * A workflow orchestration solution * A CI/CD component * A serving infrastructure for ML models
Education
Nova Ims Information Management School
Masters
University Of Mannheim
Universidade Católica Portuguesa
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Common Questions
What is bernardo's expertise?
bernardo specializes in MLOps Engineer, with expertise in amazon web services, ci/cd, container orchestration, devops, docker swarm.
Where is bernardo located?
bernardo is based in madeira, ohio, united states.
How much experience does bernardo have?
bernardo has 14+ years of professional experience.
How can I contact bernardo?
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