Lee Gaines

Principal Engineer, Cloud Infrastructure

Experience

Principal Engineer, Cloud Infrastructure

Autodesk2020 - PresentRemote

Tech lead on the Analytics Data Platform team, owning infrastructure and services for data and machine learning engineers.

  • Led the implementation of EMR on EKS and Apache Airflow on Kubernetes for a multi-tenant data platform
  • Enabled generative AI initiatives by creating secure data lake and compute infrastructure in SOC 2 compliant environments
  • Built relationships with partners like Pepperdata and Astronomer to optimize AWS spend and improve platform capabilities
  • Drove cloud infrastructure strategy and best practices using Infrastructure as Code with Terraform

DevOps Engineer

Ceres Imaging2019 - 2020Remote

Developed automation and infrastructure for agricultural analytics platform.

  • Created automated job submission system using Kubernetes and Docker for data science workflows
  • Designed configuration management system for Linux-based camera systems
  • Implemented CI/CD pipelines to improve development efficiency
  • Led system troubleshooting and maintenance initiatives

DevOps Engineer

Apple2018 - 2019Sunnyvale, CA

Supported the transition of Apple Store mobile app to microservices architecture.

  • Assisted migration to containerized microservices architecture
  • Managed application deployment using Jenkins, Kubernetes, and Helm
  • Created developer tools and documentation for CI/CD processes
  • Developed automation tools to reduce operational toil

Projects

What Grows Well

A personalized garden planning tool that helps users discover what plants will thrive in their climate and provides maintenance schedules.

Next.jsTypeScriptVercelNeonLLM Integration

O'Reilly Media Instructor

Produce and deliver live online training courses on Python, Apache Airflow, and data engineering concepts.

PythonApache AirflowData EngineeringTechnical WritingLive Training

Govinda's Garden

Educational content focused on organic gardening topics.

Video ProductionContent CreationOrganic GardeningSustainable LivingEducation

Skills

Cloud & Infrastructure

AWSGCPCloudFlareAzureTerraformCloudFormationEMREKSECSS3IAM

DevOps & Automation

KubernetesDockerJenkinsCI/CDHelmDatadogPrometheusGrafanaVercel

Data Platform

Apache AirflowApache SparkSnowflakePrestoApache Hive

Programming

PythonBashTypeScriptGoNext.js

Systems

Linux AdminNetworkingSecuritySOC 2

ML Infrastructure

LLM IntegrationML OpsData LakesModel Serving