Senior AWS Architect & AI Engineer
Terraform & Ansible | Agentic AI & RAG | LangChain & LangGraph | 10+ Years Experience
What I Deliver
I architect production-grade AWS infrastructure with Terraform and Ansible, and build intelligent AI systems using LangChain, LangGraph, RAG, and vector search. With multiple AWS certifications and 10+ years of hands-on experience, I deliver cloud solutions that scale reliably and cost less — enhanced with cutting-edge AI capabilities.
Technical Articles
Building Production-Ready Multi-Environment AWS Infrastructure with Terraform
Published October 03, 2025
Build production-ready multi-environment AWS infrastructure with Terraform. Real-world e-commerce case study with shared resources, cost optimization, and deployment automation.
Cost-Optimized AWS Networking: Custom EC2 NAT vs Managed NAT Gateway
Published July 01, 2025
Save 81-94% on AWS NAT costs using EC2-based NAT instances. Terraform implementation, cost analysis, and trade-offs vs managed NAT Gateway.
Operational Automation with Ansible on Terraform-Managed AWS Infrastructure
Published April 01, 2025
Integrate Ansible operational automation with Terraform-managed AWS infrastructure. Dynamic discovery, secrets management, and repeatable workflows for ECS environments.
Async AI Content Generation with AWS Bedrock Batch API: 50% Cost Reduction
Published January 03, 2025
Build scalable async AI content pipeline with AWS Bedrock Batch API. Save 50% on AI costs using event-driven architecture: S3 triggers, Lambda parsing, SQS queues.
Linux LVM Logical Volumes & RAID Configurations Guide
Published September 25, 2023
Create ext4 XFS filesystems, configure LUKS encryption, implement RAID 5/10 arrays. Complete LVM resize and snapshot procedures for production.
QEMU KVM Setup & libvirt Management Complete Tutorial
Published September 20, 2023
Build virtual machines with libvirt virsh commands, configure LXC containers, implement live migration. Advanced QEMU optimization for production.