Muthukumar Aruchamy
Associate Consultant @Tata Consultancy Services
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WORK HISTORY
Associate Consultant @Tata Consultancy Services
AI / ML Platform EngineeringBuilt reusable ML pipelines on Vertex AI enabling production model lifecycle automationDesigned and deployed LiteLLM gateway on Kubernetes for secure enterprise GenAI adoptionImplemented GitOps-based CI/CD for Airflow DAG deploymentsAutomated cloud provisioning using Terraform across multi-project GCP environmentsDefined IAM architecture and security guardrails for multi-tenant ML platformEnabled self-service ML platform capabilities for Data Science and Engineering teamsIntegrated proactive observability and alerting to improve platform reliability
EDUCATION
GHSS Chettipalayam
SSLC
VLB Janaki Ammal Polytechnic College
Diploma of Education, Computer Technology/Computer Systems Technology
ABOUT MUTHUKUMAR ARUCHAMY
I am an AI Platform Architect with 20+ years of experience designing and building enterprise-scale cloud and AI platforms across the UK and India.Currently working on large-scale AI/ML platform engineering initiatives, I focus on building secure, scalable, and self-service ML and GenAI platforms on GCP and AWS. My work enables Data Science and Engineering teams to reliably deploy and operate production-grade ML and LLM workloads.Core areas of expertise:• Kubernetes platform engineering (GKE)• Vertex AI pipelines and ML workflow automation• LLMOps and LiteLLM gateway architecture• Multi-cloud architecture (GCP & AWS)• Terraform-based infrastructure automation• GitOps-driven platform delivery• Cloud IAM and security guardrails• Site Reliability Engineering (SRE)I enjoy solving complex platform problems and building systems that improve developer velocity while maintaining reliability and governance.
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