Lam N.

# AWS & AI Infrastructure Consultant | DevOps | Bedrock | Kubernetes | MCP I help startups and businesses build secure, scalable cloud infrastructure on AWS and integrate modern AI capabilities into their products. Whether you're migrating to AWS, modernizing an existing platform, deploying Kubernetes, reducing cloud costs, or adding AI features to your application, I can help you design, build, and operate production-ready systems. I have over 8 years of hands-on experience with AWS, DevOps, and cloud architecture. More recently, I've been helping clients build AI-powered applications using Amazon Bedrock, OpenAI, Anthropic, Gemini, Groq, and local AI models. My focus isn't on training AI models—it's on building the infrastructure, integrations, and automation that allow businesses to use AI reliably, securely, and cost effectively. I work directly with clients from architecture to implementation, whether it's a quick troubleshooting session or a long-term infrastructure project. ## AWS Cloud Architecture * Design scalable, secure, and highly available AWS architectures * Migrate applications from on-premises or other cloud providers to AWS * Build AWS Organizations, Control Tower, and Landing Zones * Design multi-account environments following AWS best practices * Perform AWS Well-Architected Reviews * Cost optimization and FinOps recommendations * Disaster recovery and backup strategies * AWS security reviews and hardening * SOC 2, HIPAA, and PCI readiness assistance ## DevOps & Platform Engineering * Infrastructure as Code using Terraform, CloudFormation, Pulumi, and AWS CDK * Docker, Amazon ECS, Amazon EKS, Kubernetes, and serverless architectures * CI/CD pipelines using GitHub Actions, Bitbucket Pipelines, Jenkins, AWS CodePipeline, and ArgoCD * Automated deployments and GitOps workflows * Linux administration and infrastructure automation using Bash and Python * Monitoring, logging, and observability with CloudWatch, Grafana, OpenSearch, Prometheus, and centralized logging * Performance optimization and production troubleshooting ## AI & GenAI Solutions * Build AI-powered applications using Amazon Bedrock, OpenAI, Anthropic (Claude), Gemini, and Groq * Integrate LLMs into existing web, mobile, and backend applications * Design and implement AI agents and workflow automation * Build custom MCP (Model Context Protocol) servers and integrations * Deploy Retrieval-Augmented Generation (RAG) solutions * Build private AI solutions using Whisper.cpp and llama.cpp * AI-powered transcription, summarization, document processing, and chat assistants * Design secure AI architectures that protect customer data * Optimize AI performance, latency, scalability, and API costs ## AWS Services Experience working with many AWS services, including: EC2, ECS, EKS, Lambda, API Gateway, CloudFront, S3, RDS, Aurora, DynamoDB, ElastiCache, Route 53, VPC, IAM, Organizations, Control Tower, Systems Manager, Secrets Manager, Cognito, OpenSearch, EventBridge, Step Functions, SNS, SQS, KMS, CloudTrail, Config, GuardDuty, Security Hub, WAF, ACM, Elastic Load Balancer, Auto Scaling, CloudWatch, CodePipeline, CodeBuild, CodeDeploy, ECR, AWS Backup, and more. ## Common Projects * AWS architecture reviews and cloud consulting * Cloud migrations and modernization * Kubernetes and container platform deployments * CI/CD pipeline implementation * Infrastructure automation with Terraform * AWS security reviews and compliance improvements * Serverless application architecture * AI feature integration into existing applications * Amazon Bedrock and LLM integration * MCP server development * AI workflow automation * Production troubleshooting and performance optimization * Cost optimization and infrastructure audits ## Certifications * AWS Certified Solutions Architect – Professional * AWS Certified DevOps Engineer – Professional * AWS Certified Security – Specialty * AWS Certified SysOps Administrator – Associate * AWS Certified Developer – Associate If you're looking for someone who can bridge AWS infrastructure, DevOps, and modern AI technologies, I'd be happy to discuss your project. Whether you need a quick fix, architecture guidance, or someone to build a production-ready solution from the ground up, feel free to reach out.