Karthik Ganesan

About Karthik Ganesan

Strong corporate expertise employs an IaC-first strategy, including dedicated CI/CD and…

Experience

1. Senior Software Engineer

   Wells Fargo

   Sep 2024 — Present

   Designed and implemented AI/ML infrastructure on GCP using Terraform, enabling automated provisioning and maintaining consistent, scalable environments. Configured and enforced IAM roles and policies to ensure security and compliance with industry best practices.Developed reusable Terraform modules for AI/ML infrastructure provisioning, streamlining deployments and reducing manual intervention across environments. Automated the deployment of scalable AI/ML workloads on GCP with Terraform, ensuring consistent infrastructure management and optimized resource utilization.Designed and delivered a production-ready Amazon SageMaker Notebook Terraform module incorporating organizational naming conventions, KMS (CMEK) encryption, and IAM security best practices, and published it to the Terraform Enterprise Registry with comprehensive documentation and examples to accelerate adoption and streamline onboarding. Established standardized AWS AI/ML Terraform modules by enforcing strict variable validation and aligning with AWS Service Control Policies (SCPs) and governance frameworks, improving infrastructure reliability and preventing misconfigurations across multi-account environments. Integrated advanced Terraform testing tools including Checkov, tftest, and Terraform Compliance into Jenkins CI/CD pipelines, embedding policy-as-code and automated IaC validation, which reduced security and compliance issues in pre-deployment stages.Deployed Google Cloud Document AI to process unstructured data, built data ingestion pipelines, and automated document processing workflows, significantly improving data extraction accuracy and operational efficiency. Labeled and trained custom models in Document AI, achieving 99.3% accuracy in text extraction and document classification, greatly enhancing automation and reducing manual data processing time

Education

• Annamalai University

  Bachelor of Engineering - BE, Electronics and Instrumentation