Jorge

Containerized Java-based ML models and built scalable CI/CD pipelines. Integrated Airflow and MLflow, deployed models using AWS SageMaker, and supported HPC workloads.
Docker, Kubernetes, Java, AWS SageMaker, GitHub Actions, MLflow, Airflow

Led global infrastructure support for ML platforms across 24+ Kubeflow instances. Built Spinnaker and Jenkins CI/CD pipelines, managed model deployment and experimentation tools.
Kubeflow, Jenkins, GitHub Actions, Spinnaker, SonarQube, Prometheus, PyTorch, gRPC

Architected ML pipelines and analytics on EKS using Spark and Flink. Automated deployments with Terraform and Helm, integrated Sumo Logic and Vault for observability and security.
Spark, Flink, EKS, MLflow, Terraform, Sumo Logic, Helm

Managed scalable Spark and Flink jobs via SageMaker and AWS Glue. Built streaming analytics with Kinesis and Apache Flink for near real-time insights.
Flink, Spark, AWS Glue, SageMaker, Java, Scala

Migrated clinical data workflows to Azure Synapse. Automated infrastructure with Bicep and GitHub Actions. Designed secure data pipelines with Event Hubs and NetApp.
Azure Synapse, Event Hubs, Bicep, GitHub Actions, Java, Scala

Built CI/CD pipelines for .NET logistics systems using Octopus and NuGet. Supported over 15,000 automated tests and BDD pipelines with Cucumber.js.
Octopus, PowerShell, Jenkins, .NET, NuGet, Cucumber.js

Designed Kafka-based architecture for real-time broadcasting. Integrated Terraform, Kubeflow, Spark, and GCP for distributed analytics and ML pipelines.
Kafka, Terraform, Jenkins, Kubeflow, EMR, RxJava, D3.js

Managed full AWS infrastructure and CI/CD for CRM SaaS platform. Automated GraphQL and SQS AWS AppSync, S3, CloudFront, Jenkins, ECS, C#

Delivered training and consulting in Kubernetes, Docker, AWS, Spark, Java, Kafka, AI, and GCP across Hong Kong, Europe, and Latin America.

Led data lake design on Cloudera, migrated pipelines to GCP, developed EMR jobs, and supported health data analytics for multiple international clients.
Spark, Hive, GCP, Cloudera, AWS Glue, Oozie, Kinesis

Delivered real-time fraud detection pipelines and graph models with Spark MLlib and GraphX. Managed Cloudera-based data lakes and integrated security/compliance at scale.
Cloudera, Spark Streaming, Scala, Kafka, Mesos, Hive

Built real-time banking platforms using Kafka, Docker Swarm, and Spring. Managed event-driven architecture and mentoring across DevOps teams.
Kafka, Docker, Java Spring, Hadoop, ActiveMQ

Migrated systems from PHP to Node.js, developed APIs, and deployed AWS-based cloud apps with MongoDB.
Node.js, AWS, MongoDB, REST APIs

Delivered cross-platform apps for retail and mobile use. Built APIs in Django and Java, supported both Android and iOS.
Django, Java, Android, Node.js, MongoDB

Created cloud-based education platform using Node.js and MongoDB. Automated deployment and monitoring with Bash scripts and AWS.
Node.js, MongoDB, AWS, Bash