I am an accomplished AWS Solutions Architect and Microsoft Professional with over 16 years of experience in system, network, and cloud engineering, and more than 8 years specializing in AWS cloud architecture and DevOps. I am excited to apply for this opportunity and help you design, secure, and optimize cloud solutions that directly support your business goals.| Throughout my career, I have delivered scalable, secure, and cost-efficient infrastructures using AWS services such as EC2, EKS, ECS, S3, RDS, IAM, Lambda, CloudWatch, Security Hub, GuardDuty, and Inspector. I also bring hands-on experience with Azure and GCP, and DevOps tools including Docker, Kubernetes, Terraform, and Jenkins, enabling fully automated and reliable deployments.
 I have strong experience in:
 - Cloud migrations and hybrid architectures across AWS, Azure, and on-prem environments. - Infrastructure as Code with Terraform for repeatable, version-controlled deployments. - Cloud cost optimization (FinOps) using rightsizing, auto scaling, Savings Plans, and AWS Cost Explorer to reduce spend without compromising performance. - Event-driven systems and messaging using RabbitMQ, SQS, SNS, and EventBridge. - IoT solutions built with AWS IoT Core for secure device connectivity and real-time data processing. - Serverless and AI integrations using AWS Lambda and AWS Bedrock. - Security and compliance are central to my work. I have actively contributed to SOC 2 remediation, implementing audit fixes across access controls, logging, monitoring, encryption, and change management. I also coordinate with authorized VAPT teams to conduct penetration testing and have hands-on experience remediating vulnerabilities for both products and client environments, ensuring strong security posture and audit readiness. - With a strong background in Linux administration, monitoring with CloudWatch and DataDog, and CI/CD automation, I focus on building environments that are not only technically sound but also easy to operate and scale.
 I am a proactive communicator who values clear documentation, timely updates, and close collaboration. My goal is to become a trusted partner who helps you achieve reliable infrastructure, improved security, and optimized cloud costs.
 I would welcome the opportunity to discuss your requirements and demonstrate how my experience can add value to your project. Thank you for your time and consideration.
 Warm regards, Hariprasad B AWS Solutions Architect | Cloud & DevOps Engineer

Hello! I'm Vivek, an experienced DevOps Engineer with over 5+ years of expertise in cloud infrastructure, automation, and CI/CD pipelines. I specialize in building scalable, secure, and highly available systems across multi-cloud environments. In addition to DevOps, I actively work with AI infrastructure, building MCP servers, LLM-powered systems, and autonomous AI agents for real-world production use cases. 🚀 Cloud & DevOps 🔹 Cloud Platforms: AWS, GCP, Azure, DigitalOcean, Linode 🔹 Containerization & Orchestration: Docker, Kubernetes (EKS, ECS, k3s) 🔹 CI/CD: Jenkins, GitHub Actions, GitLab CI/CD 🔹 Infrastructure as Code: Terraform, CloudFormation, Ansible 🔹 Server Management: Linux (Ubuntu/Debian), NGINX, HAProxy 🤖 AI & Automation Experience 🔹 Building MCP (Model Context Protocol) servers 🔹 Developing AI agents using OpenAI, Gemini & other LLM APIs 🔹 Designing autonomous workflows with n8n & LLM integrations 🔹 Deploying LLM services on Kubernetes & cloud environments 🔹 Prompt engineering & structured output pipelines 🔹 AI-powered automation systems for SaaS & internal tools 🛠 DevOps & Monitoring 🔹 Version Control: Git, GitHub, GitLab 🔹 Monitoring & Logging: CloudWatch, ELK Stack, Prometheus 🔹 Performance Optimization & Cost Reduction 🔹 Production-grade deployment & scaling strategies 💻 Programming & Databases 🔹 Languages: Bash, Python, YAML 🔹 SQL: MySQL, PostgreSQL, MariaDB, Aurora 🔹 NoSQL: MongoDB, DynamoDB, DocumentDB I focus on delivering secure, optimized, and production-ready systems that scale with business growth. Whether it’s cloud architecture, Kubernetes scaling, CI/CD automation, or AI agent deployment — I bring both infrastructure depth and modern AI integration expertise. If you're looking for someone who understands both DevOps and AI systems architecture, let’s connect. Let’s discuss your project and build something scalable and intelligent. Best Regards, Vivek

7+ years of experience in DevOps, Kubernetes, and cloud infrastructure automation, helping startups and engineering teams deploy, scale, migrate, and modernize production environments with reliability and cost efficiency in mind. I specialize in Kubernetes operations, CI/CD automation, Infrastructure as Code, cloud migrations, infrastructure modernization, and production-grade DevOps pipelines across AWS and multi-cloud environments. Core Tech Stack & Tools - Cloud: AWS (EC2, Lambda, S3, API Gateway, RDS, DynamoDB, CloudFront, AppSync), Azure,GCP - Kubernetes & Containers: EKS, AKS, GKE, ROSA, RKE, k3s, ECS, Docker, Helm - IaC & Automation: Terraform, Pulumi, AWS CDK, Python, Bash, Cloudformation - CI/CD: GitHub Actions, GitLab CI/CD, CircleCI, Jenkins, ArgoCD - Monitoring: Prometheus, Grafana, CloudWatch, ELK, Netdata - Databases & Messaging: RDS, MongoDB, Redis, DynamoDB, RabbitMQ, SQS Specializations & Architecture Focus - Kubernetes Infrastructure & Cluster Management. - Event-Driven Autoscaling with KEDA. - AWS Cloud Automation. - CI/CD Pipeline Engineering. - Infrastructure Migration & Modernization. - Terraform & Pulumi Infrastructure as Code. - Production Monitoring & Observability. - Cloud-Native & Microservices Architecture. - High Availability & Zero-Downtime Deployments. Key Achievements - Reduced AWS infrastructure costs by 30%. - Managed zero-downtime Kubernetes modernization. - Migrated legacy workloads to cloud-native platforms with optimized costing. - Implemented event-driven infrastructure autoscaling using KEDA. - Scaled Kubernetes clusters from 2 to 20+ nodes. - Built reusable Terraform and Pulumi modules. - Improved monitoring using Prometheus and Grafana with proactive alerts. - Delivered MVPs and PoCs on AWS, Azure and GCP. The Value I Bring - Strong end to end ownership of production infrastructure, migrations, and deployment workflows. - Experience working with SaaS startups and Japanese client for 7 years. - Focus on scalable, automated, and reliable cloud-native systems with cost optimization in mind. - Practical approach to infrastructure modernization, migration, and DevOps automation. Let’s connect if you need help with Kubernetes, cloud migrations, infrastructure modernization, CI/CD pipelines, infrastructure automation, or scaling production systems.

I build reliable backend systems and the infrastructure that keeps them running at scale. I’m a Backend Engineer and DevOps specialist focused on designing, deploying, and operating production-grade systems. I work across the full stack of backend development and cloud infrastructure—so you don’t just get code, you get systems that are scalable, observable, and resilient. On the backend side, I build APIs and services using Go and Python, with a strong focus on performance, clean architecture, and maintainability. I design systems that handle real-world load, integrate cleanly with other services, and are easy to extend as your product grows. On the infrastructure side, I design cloud-native environments using Kubernetes, Terraform, and Docker. I implement CI/CD pipelines, GitOps workflows with ArgoCD, and secure systems using tools like HashiCorp Vault. I also set up monitoring and alerting using Prometheus and Grafana to ensure systems stay healthy in production. What I can help you with: * Backend APIs (Go, Python, Node.js) – REST, microservices, system design * Kubernetes deployments and cluster management * CI/CD pipelines (Jenkins, GitOps with ArgoCD) * Infrastructure as Code (Terraform, Ansible) * Cloud architecture (AWS, GCP) * Observability (Prometheus, Grafana) * Secure secrets management (Vault) * Migrating systems from local/on-prem to cloud I’ve worked on systems involving distributed services, automated deployments, and high-availability setups. My focus is always the same: build systems that don’t break under pressure and are easy to operate long-term. If you’re looking for someone who understands both backend engineering and infrastructure deeply—and can connect the two effectively—I can help you ship faster and more reliably.

✅ AWS Certified 2x ✅ DevOps ✅ cPanel/WHM ✅ AWS/GCP/AZURE ✅ Ubuntu/CentOS/Winows ✅ Cost Optimization✅Migration✅Cloud Optimization I am a Top-Rated Plus senior DevOps Engineer with over 10 years of experience in AWS, Azure, Docker, Kubernetes, Terraform, Logging and Monitoring, Git, CI/CD Pipelines, Automation, Security, and System Administration. I have a professional attitude, work with dedication and am always ready to accept challenges. I have worked on various projects with international clients and diverse teams. I aim to lead innovative projects and deliver the best cloud computing services globally. Specialities and Fields of Expertise ◈ DevOps Tools - Terraform, Kubernetes, Jenkins, Git, ELK, Elastic Cloud, Ansible, Database Pipeline in Liquibase, Cost Management, etc. ◈ Monitoring Tools: Grafana, Prometheus, ELK, Elastic Cloud, AWS OpenSearch, Zabbix, Site24x7, CloudWatch, etc. ◈ Linux System Administration - Linux OS, CentOS, Debian, RHEL, Ubuntu and Windows. ◈ Server Migrations and Cloud Migration ◈ CI/CD Tools: Azure DevOps, AWS CodePipeline, Jenkins, GitLab-CI, GitHub Actions. ◈ Website Migrations involving cPanel, Plesk, and control-panel-less servers - for WordPress, .NET, Angular, Magento, Nodejs/Vuejs, OpenCart, and PHP-based websites ◈ PHP / Apache / NGINX / PHP-FPM / LAMP ◈ Database Management - MySQL, MariaDB, MongoDB and PostgreSQL ◈ DNS Management - Domain management, Nameservers Creation, MX, CNAME, SPF, DKIM, TXT, Cloudflare ◈ Open-source application installation ◈ Hosting Setup and Management - BlueHost, CloudWays, Digital Ocean, GoDaddy, Hostgator, Linode, SiteGround, etc. ◈ Cloud Solutions - Azure, AWS, Hetzner, DigitalOcean, Linode, Vultr, Google Cloud, OVH, etc. ◈ Backup Solutions - Jetbackup, SCP/tar/rsync scripting backup solutions ◈ Hosting Control Panels - cPanel/WHM, Parallel Plesk, ISPConfig, Virtualmin, CyberPanel, DirectAdmin, CWP ◈ Software Firewalls - FirewallD, CSF, UFW, iptables ◈ VPN - PPTP, OpenVPN, Outline ◈ Script Automation ◈ SSL/TLS AWS Cloud Skills Set: • Creation of IAM Users, Groups, Roles, cross-account assume roles, Policies, and fine-grained access control • EC2, Bastion Host and Security Groups • S3 buckets, bucket policies and triggers, cross-account bucket access and static web hosting with CloudFront. • Lambda, serverless computing, lambda packages and deployment • EKS, ECS clusters, task definitions, services, ECS Fargate • CloudFormation templates, stack creation and update. • Creation of VPC, Subnets, Route tables, NACL, NAT gateways, internet gateways, VPC Endpoints and peering • RDS clusters and instance creation, schema deployment into RDS • CloudWatch metrics, events, rules and alarms | SNS notifications, topics and subscriptions | SQS queues creation and trigger policies • MySQL and MongoDB databases (Configuration, Backup, Restore, Troubleshooting) • Auto Scaling with simple and step scaling policies • Creation of Elastic, Application and Network Load Balancer and end-to-end secure communication with SSL certificates • Code Pipeline, Code Commit, Code Build, Code Deploy

💼 Azure Solutions Architect Expert & DevOps Engineer I’m a certified Azure Solutions Architect and DevOps Engineer with over 10 years of experience in designing, deploying, and automating cloud-native and hybrid IT infrastructures. My focus is on delivering secure, scalable, and high-performance solutions across multiple platforms. 🧾 Certifications: ✅ AZ-400: Designing and Implementing Microsoft DevOps Solutions ✅ AZ-305: Azure Solutions Architect Expert ✅ AZ-104: Azure Administrator Associate ✅ Azure DevOps Assessment (18473) ☁️ Cloud Expertise: 🔷 Microsoft Azure: Networking & Security: Azure Front Door, Application Gateway, Load Balancer, VNet, NSG, VPN Gateway, Private Endpoints, DNS management Compute & Containers: Azure Virtual Machines, Azure Kubernetes Service (AKS), Azure Container Instances (ACI), Azure Functions App Services & Integration: Azure Web Apps, Logic Apps, Azure API Management, Azure DevOps (CI/CD pipelines) Data & AI: Azure SQL Database, Azure Blob Storage, Azure AI Services, Azure Batch Identity & Access: Azure Entra ID (Azure AD), B2B/B2C Identity Management, Hybrid AD Join, Role-Based Access Control Governance & Monitoring: Azure Policies, Resource Graph, Cost Management, Azure Monitor, Log Analytics 🟧 AWS Cloud: EC2, RDS, EKS, IAM Policies, Lambda (serverless), S3, SES, ECR, VPC, CloudWatch AWS Load Balancing, Lightsail, Route 53, CloudFront Backup, Monitoring, and Serverless Architectures 🌐 Other Cloud Platforms: Google Cloud Platform (GCP): Basic infrastructure & VM setups DigitalOcean, Vultr, OVH, Hetzner: Resource provisioning, DNS, networking, LAMP/LEMP stacks, and firewalls 🔧 DevOps, IaC & Automation: Infrastructure as Code: Terraform, ARM Templates, Ansible, Puppet, Chef Automation: PowerShell, Bash, Python, Chocolatey, GitHub Actions, Azure Automation Containerization & Orchestration: Docker, Kubernetes, LXC CI/CD: Azure DevOps Pipelines, GitHub Actions, YAML & classic pipelines System Hardening & Patch Management (RHEL, Ubuntu, Windows) 🧩 Open-Source Deployments & App Hosting: Matrix Synapse homeserver deployment and management Keycloak identity provider setup and integration with apps (including Jitsi, Nextcloud) Web hosting: Apache, Nginx, Plesk, Webmin, cPanel Applications: Odoo, Nextcloud, Plainpad, FrePPLe, and more Secure email hosting (Postfix/Dovecot), Mail Servers, DNS (BIND, Cloudflare, Namecheap APIs) If you're looking for a dependable engineer who can handle complex infrastructure, optimize performance, and automate workflows across Azure, AWS, and open-source platforms—I'm ready to help. ✅ Let’s connect if you want to get your systems secure, scalable, and future-ready.

🎁 A 100% refund if I set the wrong expectation and can’t deliver. No questions asked! Hi! I’m Hamza Khan , a Cloud & DevOps Engineer with 4+ years of proven experience building secure, scalable, and automated infrastructures on AWS and Azure. 𝗪𝗵𝗮𝘁 𝗜 𝗖𝗮𝗻 𝗗𝗼 𝗙𝗼𝗿 𝗬𝗼𝘂 ◘ AWS & Azure Cloud Architecture: Design and implement scalable, high-availability infrastructures using EC2, RDS, S3, Lambda, AKS, App Services, and Functions. ◘ CI/CD Pipeline Automation: Streamline deployments with GitHub Actions, AWS CodePipeline, Jenkins, GitLab, and Azure DevOps for faster releases and zero downtime. ◘ Infrastructure as Code (IaC): Manage cloud environments with Terraform, CloudFormation, and ARM Templates for consistent and automated provisioning. ◘ Containerization & Orchestration: Deploy microservices using Docker, Kubernetes (EKS/AKS), and Helm for resilient, scalable systems. ◘ Monitoring & Observability: Implement Prometheus, Grafana, Datadog, CloudWatch, and Azure Monitor for real-time insights and performance tracking. ◘ Cloud Security & Compliance: Apply IAM policies, encryption, SSL, and role-based access control for enterprise-grade security. ◘ Cost Optimization: Reduce cloud bills through resource right-sizing, autoscaling, and AWS/Azure cost management tools. ◘ AI/ML Integrations Use AWS Bedrock and Azure AI services to add intelligence and automation to your cloud workflows. 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 𝗜 𝗠𝗮𝘀𝘁𝗲𝗿 Cloud Platforms: AWS (EC2, S3, RDS, Lambda, ECS, EKS, CloudWatch, Bedrock) Azure (AKS, Azure DevOps, App Services, Functions, Blob Storage, Monitor) DevOps & Automation: Terraform, Ansible, Jenkins, GitHub Actions, GitLab CI/CD, Azure Pipelines, AWS CodeBuild/CodeDeploy Containers & Deployment: Docker, Kubernetes (EKS, AKS), Helm, Fargate Programming & Scripting: Python, Bash, PowerShell, TypeScript, YAML Monitoring & Logging: Prometheus, Grafana, Datadog, CloudWatch, Azure Monitor, ELK Stack Cost Optimization: AWS Trusted Advisor, Azure Cost Management, Resource Tagging, Autoscaling Let’s collaborate to make your cloud environment faster, safer, and smarter. 💬 Message me today to discuss your next project! AWS DevOps Engineer, Azure DevOps Engineer, Cloud Solutions Architect, Terraform Expert, CI/CD Automation Specialist, Kubernetes & Docker Engineer, Cloud Infrastructure Automation, AWS Cloud Engineer, Azure Cloud Architect, Infrastructure as Code (IaC), Cost Optimization Specialist P.S.: I am willing to sign an NDA to ensure your data privacy and protection.

I help teams run production Kubernetes on AWS, GCP, and multi-cloud environments reliably, observably, and without runaway cloud bills. As an SRE and Cloud Platform Engineer at a Silicon Valley DaaS company, I operate cloud-native platforms that provision more than 1000 cloud desktop containers in under 60 seconds and helped reduce cloud costs by 33% through capacity planning and Kubernetes optimization. My core work includes Kubernetes on AWS EKS and GCP GKE, Terraform and Terragrunt, Docker, CI/CD, GitOps with GitHub Actions and ArgoCD, and observability with Prometheus, Grafana, Loki, and related tooling. I improve MTTR through alerting, incident response, and post-mortems. I also build Linux desktop container workloads for VDI and DaaS use cases. Selected outcomes: Gomydesk: Production Kubernetes on EKS and GKE, AWS and GCP infrastructure, GitOps CI/CD, observability, incident management, more than 1000 cloud desktops in under 60 seconds, and 33% cloud cost reduction. Serveden: Kubernetes and GKE for AI and LLM workloads, Prometheus, Grafana, Loki, Tempo, cluster automation, stability improvements, and cost optimization. Takiacademy: Backend and platform work for Messaggera platform with 50K+ users and TakiAcademy with 400K+ users, real-time systems with Socket IO, CI/CD, and production reliability. I am CKAD certified, a Kubeflow contributor, and have trained 80+ engineers on Docker, Kubernetes, ArgoCD, and Bash. Ideal projects: Kubernetes on EKS or GKE, cloud infrastructure audits, Terraform IaC, GitOps, observability stacks, cost optimization, incident response, and SRE retainers. Message me your cloud provider, cluster size, and top infrastructure pain point. I will reply with a concrete first step.

Solutions Architect with 8+ years delivering cloud-native infrastructure, backend systems, and production AI pipelines across AWS, Azure, and GCP. Here are a few things I've shipped recently: - Built a real-time data pipeline on Microsoft Azure ingesting and processing over 5 million data points daily reduced processing lag from 3 hours to under 10 minutes. - Designed a multi-region EKS setup on AWS with Karpenter autoscaling and ArgoCD GitOps, cutting infra costs by 35% while improving deploy frequency from weekly to daily. - Built a production RAG pipeline (LangChain + Pinecone + FastAPI) for a SaaS client processing 200k+ documents, cutting query latency from 4s to under 800ms. - Architected a NestJS + TypeScript microservices backend with BullMQ async workers and Prisma ORM, migrated from a monolith with zero downtime in 6 weeks. INFRASTRUCTURE & DEVOPS Kubernetes, EKS, AKS, GKE, Terraform, Ansible, Pulumi, CloudFormation, Docker, Helm, Kustomize, Istio, Karpenter, ArgoCD, FluxCD, Flagger, GitHub Actions, GitLab CI/CD, Jenkins, Blue-Green, Canary, Progressive Delivery, Prometheus, Grafana, Thanos, Loki, OpenTelemetry, Datadog, ELK Stack, Snyk, Vault, OPA, Falco, SOC 2, ISO 27001, GDPR PYTHON FastAPI, Django, Celery, SQLAlchemy, Pydantic, Pandas, Polars, PySpark, Dask, Airflow, Prefect, Boto3, Pytest NODEJS NestJS, Fastify, Express, BullMQ, Socket IO, Prisma, TypeScript, Zod, Jest AI / LLM / MLOPS LangChain, LlamaIndex, Haystack, OpenAI API, Anthropic Claude API, AWS Bedrock, Azure OpenAI, Vertex AI, vLLM, Hugging Face TGI, Triton, Pinecone, Weaviate, Qdrant, pgvector, Milvus, MLflow, Kubeflow, SageMaker, DVC, Weights and Biases, LoRA, QLoRA, PEFT, RLHF, RAG, Hybrid Search, Prompt Engineering DATABASES & MESSAGING PostgreSQL, MySQL, MongoDB, Redis, Cassandra, DynamoDB, CockroachDB, Snowflake, BigQuery, ClickHouse, Kafka, RabbitMQ, SQS, NATS, Redis Streams FRONTEND & API React, NextJS, TypeScript, Tailwind CSS, GraphQL, gRPC, tRPC, REST, WebSockets SERVICES - Cloud Architecture Design and Review (AWS, Azure, GCP) - Kubernetes Setup, Hardening and Optimization - CI/CD Pipeline Design and GitOps Implementation - IaC with Terraform, Ansible and CloudFormation - Python Microservices, FastAPI, Celery, Async workers - NodeJS Services, NestJS, Fastify, BullMQ, real-time APIs - LLM Serving, vLLM, TGI, Bedrock, Azure OpenAI - RAG Pipeline Design and Vector DB Architecture - MLOps, MLflow, Kubeflow, SageMaker pipelines - Full-Stack AI Application Development - DevSecOps, Snyk, Vault, Falco, SOC 2, ISO 27001 - Monolith-to-Microservices Migration - Multi-region HA and Disaster Recovery - Cost optimization audits, AWS, Azure, GCP - Architecture Documentation and Technical Due Diligence I've been in the weeds on enough projects to know what works and what doesn't. If you want honest advice and solid execution, drop me a message and I'm easy to work with.

Tired of rising AWS costs and slow releases? With 8+ years as an AWS DevOps Engineer, I've cut AWS bills by 35–45% and deployment times by 40–60% for 80+ projects. For SaaS startups and growing teams, I build Terraform-based, Kubernetes-ready infrastructure that stays scalable, secure, and easy to ship. 🎯 HOW I CAN HELP YOU AWS COST OPTIMIZATION Reduce your AWS spend by 35–45% without sacrificing performance or stability. I focus on right-sizing, autoscaling, and resource cleanup strategies that have already helped startups cut monthly bills from $8K to $5K in as little as three weeks. CI/CD PIPELINE AUTOMATION Cut deployment times by 40–60% and ship updates with far less friction. I streamline slow or failing release pipelines so teams can move from 40-minute deploys to 15-minute deploys with zero downtime. KUBERNETES EKS OPTIMIZATION Increase the speed, stability, and resilience of your Kubernetes workloads under real production traffic. I’ve stabilized EKS environments for high-load apps while improving fault tolerance, scaling behavior, and operational confidence. TERRAFORM INFRASTRUCTURE AS CODE Reduce manual infrastructure work by up to 70% and make your cloud setup easier to scale. I build modular Terraform foundations that keep environments consistent, repeatable, and easier to manage as your product grows. AWS MIGRATION AND CLOUD MODERNIZATION Move to AWS or improve your existing environment with less risk and faster results. I help teams modernize infrastructure with practical architecture choices that protect uptime, improve efficiency, and avoid unnecessary rewrites. 🏆 RESULTS "I’ve worked with Talwinder for almost a year on a wide range of cloud, deployment, and automation projects. He is knowledgeable, dedicated, and always willing to go the extra mile to solve problems and keep things moving forward. Communication has been smooth throughout, and he has been flexible and reliable when adapting to new requirements. I’m happy with the results and would recommend Talwinder to others looking for strong support on cloud and DevOps projects." – Bruce H., Client "Talwinder communicates well, understands the issue and acts on it very quickly. He completed what I thought would be a day-long task in a couple of hours - that includes all the documentation with screenshots. I will definitely use Talwinder again." – Bruce H., Client "Talwinder is a very professional DevOps engineer, he understood all the requirements very well and completed work within time with great quality." – Usman S., Client 🎖 AWS Certified Solutions Architect – Associate 🏅 AWS Knowledge: Amazon EKS - Training Badge 🏅 LFS167: Introduction to Jenkins See full case studies in my portfolio below. ✉️ 𝗠𝗘𝗦𝗦𝗔𝗚𝗘 𝗠𝗘 𝗢𝗡 𝗨𝗣𝗪𝗢𝗥𝗞 Message me on Upwork with your AWS bill, deploy issue, or infrastructure challenge, and I will give you a clear next step with a practical plan. I typically respond within a few hours, and urgent issues can be handled quickly. 𝗛𝗼𝘄 𝗜 𝗪𝗼𝗿𝗸 I start with AWS to find cost and reliability gaps, then use Terraform to turn fixes into repeatable infrastructure. I build and tune Kubernetes and EKS deployments, automate releases with Jenkins, GitHub Actions, and AWS CodePipeline, and use Docker, Bash, and Linux to keep every environment consistent and fast. I design AWS infrastructure with Terraform, automate Kubernetes deployments, and streamline CI/CD pipelines in Jenkins and AWS CodePipeline for reliable releases.