🚀 Shipping Gen-AI Apps & Production-Grade LLM Infrastructure | Top 3% Toptal Freelancer | 100% Job Success I help businesses deploy and scale Gen-AI/LLM applications on robust, cost-efficient cloud infrastructure. From self-hosting LLMs and fine-tuning models to building production-ready AI pipelines, I bridge the gap between cutting-edge AI and reliable DevOps practices. 🔹 WHAT I BRING: • Gen-AI/LLM Infrastructure: Self-hosted LLMs, fine-tuning pipelines, RAG systems, vector databases • Cloud & DevOps: AWS, GCP, Azure — Infrastructure as Code (Terraform), CI/CD, Kubernetes, Docker • Site Reliability Engineering (SRE): Monitoring (Grafana, Prometheus), incident response, 99.9%+ uptime • Software Architecture: Microservices, event-driven systems, scaling to millions of users 🔹 NOTABLE EXPERIENCE: • Senior Software Developer at Cisco (2.5 years) — Enterprise-grade Java/Spring microservices • Site Reliability Engineer at MailerLite — High-availability email infrastructure • DevOps Architect at TeamMate Technology (5+ years) — Full-stack Kubernetes deployments • Founder of Devplusops — Helping startups and enterprises modernize their infrastructure 🔹 WHY CLIENTS CHOOSE ME: ✅ 100% Job Success Score & Top Rated Plus on Upwork ✅ Top 3% vetted freelancer on Toptal ✅ "Ahsan is an excellent senior software engineer who solves complex problems quickly and with high quality. He is reliable and exceeded my expectations." — Former Technical Leader Whether you need to deploy your first LLM, optimize cloud costs, or build a bulletproof CI/CD pipeline, let's connect and take your infrastructure to the next level.

I help engineering teams stabilize infrastructure and streamline deployments using AWS, Terraform, and Kubernetes. Most clients retain me long term after initial setup to manage CI/CD pipelines, backend reliability, and production operations. With over 7+ years of hands-on DevOps experience, I work directly on Terraform provisioning, container orchestration (ECS/EKS), GitHub Actions and Jenkins pipelines, and AWS-native automation. My focus is building infrastructure that is secure, observable, and ready for continuous delivery. My focus is building infrastructure that is reliable, secure, and easy for development teams to deploy into whether supporting a SaaS platform, internal systems, or data-intensive applications. If you are facing unstable deployments, unclear infrastructure ownership, or slow release cycles, I can audit your current setup and implement practical, measurable improvements. Available for a 30-minute DevOps consult — no obligation. If you need clarity on your DevOps setup or want a second opinion on your infrastructure, feel free to message me. I can walk through your current environment and suggest practical, actionable improvements. ✅ Core Expertise • Cloud: AWS (ECS/Fargate, EC2, S3, RDS, Lambda, IAM, CloudWatch) • Orchestration: Kubernetes (EKS, Helm, autoscaling, self-healing workloads) • CI/CD: Jenkins, GitHub Actions, AWS CodePipeline, Docker build automation • Infrastructure as Code: Terraform (modular multi-env), CloudFormation • Systems: Linux admin, shell scripting, Ansible automation • Security & Secrets: AWS SSM, Vault, least-privilege IAM policies • Observability: Prometheus, Grafana, CloudWatch, ELK stack • Secure networking: VPC design, load balancers, NAT gateways, VPN peering • Databases: PostgreSQL, MySQL, MongoDB Atlas (VPC peering + security rules) ✅ Proven Delivery • Built multi-region AWS infra handling $10M+ in monthly transactions • Reduced release cycles from 2 hours to under 5 minutes using automated pipelines • Scaled containerized systems to handle millions of requests per day • Applied CIS and ISO-aligned hardening and monitoring policies • Designed rollback, blue/green, and zero-downtime deployment strategies • Reduced cloud costs 20–40% via right-sizing and architectural rewrites ✅ Approach I take full responsibility for the infrastructure — from architecture to deployment. I work directly with development teams to remove bottlenecks, enforce reliable delivery, and keep production stable. I handle full buildouts, CI/CD restructuring, and Kubernetes tuning with a focus on clear, measurable outcomes. ⚙️ Work Philosophy I meet all client requirements, then continue refining until the system meets the production standards I trust—stable, maintainable, and built for long-term use. I focus on projects where my expertise adds clear value and the execution can meet a high technical bar. Automate what can be automated. Secure what must be protected. Keep production stable.

I'm a DevOps Engineer and Cloud Architect helping startups and growing businesses build scalable, secure, and automated cloud infrastructure on AWS. In the past 6+ years, I have helped many businesses simplify their infrastructure through the use of AWS, Kubernetes, Terraform, Docker, and CI/CD. • The main challenges I solve for most businesses include: Unreliable deployments Infrastructure management AWS Cost Reduction Kubernetes Setup and Management Cloud monitoring and observability problems Slow development processes These are some of the challenges that require the expertise of a Cloud & DevOps engineer. Main Cloud & DevOps Stack • AWS Cloud AWS Cloud Architecture Design EC2, VPC, IAM, S3, RDS AWS CloudWatch Monitoring AWS Security and Compliance AWS Cost Optimization AWS Disaster Recovery • Kubernetes & Containerization Amazon EKS Deployments Kubernetes Operations Cluster Upgrades & Maintenance Docker Containers Autoscaling & High Availability Workload Management in Production • Terraform & Infrastructure as Code Infrastructure as Code (IaC) Multi-Environments Deployment Reusable Terraform Modules AWS Infrastructure Orchestration Standardized Environments • CI/CD Automation GitHub Actions GitLab CI/CD Jenkins Pipelines Deployment Automation Release Automation ZDT Deployments • Monitoring & Reliability Prometheus Grafana CloudWatch Log Aggregation Alerting Performance Optimization • Typical Projects AWS Infrastructure Provisioning & Migration Kubernetes (EKS) Cluster Deployment Terraform Infrastructure Orchestration CI/CD Pipeline Deployment DevOps Auditing & Infrastructure Review Cloud Security Hardening Cost Optimization & Infrastructure Tuning Monitoring & Incident Response Setup • Reasons Why Clients Choose Me Solutions built with production in mind Effective communication Scalable, well-organized infrastructure Security-oriented architecture Reliable support Quick responses From full AWS infrastructure to Kubernetes cluster deployment, from Terraform automation to CI/CD implementation, I will help you create scalable and secure infrastructure.

Hi, I'm Stas. Cloud/DevOps engineer with 10+ years of experience. I help companies build reliable infrastructure, automate operations, and solve complex system problems. I've worked across startups and established products - from setting up infrastructure from scratch to optimizing costs and scaling systems that handle real traffic. Notable work: I co-architected Cloudways Autonomous, a Kubernetes-based autoscaling hosting platform (now it's part of Digital Ocean) I prefer clear communication and understanding the actual problem before jumping to solutions. Recently I've been working on the infrastructure side of LLM and agent applications - deployment, CI/CD, and observability for AI workloads. It's a natural extension of DevOps work, and a growing share of what I do. I prefer clear communication and understanding the actual problem before jumping into solutions. What I do well - Cloud architecture and migration (AWS, GCP, Azure, DigitalOcean) - Kubernetes: setup, migration, troubleshooting (EKS, GKE, AKS, bare metal) - Infrastructure as Code (Terraform, Terragrunt, Ansible) - CI/CD pipelines (GitHub Actions, GitLab CI, CircleCI, ArgoCD) - Monitoring and observability (Prometheus, Grafana, Datadog, New Relic) - Cost optimization and security hardening - Python and Bash automation - Deploying and operating LLM/agent applications in production Good fit for - We need to migrate to Kubernetes but don't know where to start - Our AWS bill is growing and we're not sure why - CI/CD is a mess, deployments are painful - We need someone to audit our infrastructure - We're shipping an LLM or agent application and need solid deployment, CI/CD, and monitoring around it

🔸 Ex-CTO(5 Years) 🔸40+ Happy Clients 🔸1600+ high-quality hours 🔹India Based Full Time Freelance Cloud Technology Professional 🔹9+ Years of Professional Experience at Antino, Goldenflitch & ThinkDiffusion 🔹5+ Years of CTO Experience Leading Technology 🔹AWS - 8+ years experience 🔹GCP - 6+ years experience 🔹Azure - 6+ years experience 🔹DevOps and Terraform Expert 🔹Infrastructure as Code (IaC) Specialist 🔹Cost Optimisation Expert Full time freelance technology professional based on the Delhi, India. Expert in AWS and GCP, IAC, Containers & CICD. Regularly implements CI/CD pipelines using the most popular current toolsets including Jenkins, Github Actions, AWS CodeDeploy, etc. Automated infrastructure provisioning and post provisioning automation using Terraform and Ansible (to AWS, Microsoft Azure and GCP). Enterprise cloud migrations from on premise to cloud (AWS and Azure) and from cloud to cloud (AWS to Azure). Cloud infrastructure (Azure and AWS) analysis, optimization, consolidation and cost savings expert. 🔸Key Skills: Docker, Kubernetes, Terraform, ELK, CloudFront, ECS, NodeJs, Pyhton, AWS Services. Words from clients -------------------------------------------------------------------------------------------------------- "Ashish is very knowledgeable and has a keen technical understanding of AWS, GCP, Terraform, Ansible, Docker, kubernetes, DevOps, and Jenkins. He is a true DevOps expert and it's a pleasure working with him, I will definitely work with him on new opportunities in the future." (HSBC UK) "Ashish is a really experienced and very motivated person who helped us to set up our complete system on AWS. We were very happy with the results and we can recommend working with him!" (Hyderabad Metro Rail)

DevOps and Linux engineer with 4+ years running production infrastructure for businesses that cannot afford downtime. 100+ projects delivered on Upwork at a 96% success rate, currently managing systems that handle millions of requests a day. Most clients reach out for one of three reasons. Something broke and they need it fixed fast. They are scaling and their setup will not hold. Or they want someone to review their cloud and tell them honestly what is wrong. I handle all three, find the root cause, fix it properly, and document everything so your team can maintain it. ☁️ 𝗖𝗹𝗼𝘂𝗱 & 𝗗𝗲𝘃𝗢𝗽𝘀 AWS, Azure, GCP, Oracle Cloud, DigitalOcean, Hetzner. Kubernetes (EKS, GKE, AKS, K3s), Docker, Terraform, Ansible. CI/CD pipelines with GitHub Actions, GitLab CI, Jenkins, and ArgoCD. GitOps, zero-downtime deployments, autoscaling, cloud migration, and cost optimization. 🐧 𝗟𝗶𝗻𝘂𝘅 & 𝗦𝗲𝗿𝘃𝗲𝗿 𝗔𝗱𝗺𝗶𝗻𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 Ubuntu, Debian, RHEL, Rocky, AlmaLinux. Nginx, Apache, LiteSpeed, HAProxy. Server setup and hardening, SSL, performance tuning, cPanel, WHM, Plesk, WordPress hosting, backups, and disaster recovery. 🌐 𝗡𝗲𝘁𝘄𝗼𝗿𝗸, 𝗗𝗡𝗦 & 𝗘𝗺𝗮𝗶𝗹 WireGuard, OpenVPN, NAT and floating IP routing, firewalls, and DNS architecture. Email deliverability (SPF, DKIM, DMARC, BIMI), mail servers (MailCow, Postfix, iRedMail, Amazon SES), and VoIP (Asterisk, FreePBX, SIP). 🛡️ 𝗖𝗹𝗼𝘂𝗱𝗳𝗹𝗮𝗿𝗲 & 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆 Cloudflare WAF, DDoS and bot mitigation, Zero Trust, Tunnels, and load balancing. DevSecOps, Vault secrets management, fail2ban, and full security audits. 📊 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴 & 𝗥𝗲𝗹𝗶𝗮𝗯𝗶𝗹𝗶𝘁𝘆 Prometheus, Grafana, Datadog, Dynatrace, Splunk, CloudWatch, and ELK. Logging, alerting, and observability that catches problems before your users do. Python and Bash automation throughout. ✅ 𝗪𝗵𝘆 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 𝗸𝗲𝗲𝗽 𝗵𝗶𝗿𝗶𝗻𝗴 𝗺𝗲 I communicate clearly and give honest timelines. I own the problem instead of handing it back. I leave you with clean documentation. And I am there when production breaks, including outside business hours. If your infrastructure is unstable, your costs are climbing, or you just need a reliable engineer who takes responsibility for the outcome, send me a message. Happy to review your setup and tell you honestly what I would do. Ali

I am a result driven Cloud DevOps and DevSecOps Engineer with over 15 years of experience and till the date I have developed a deep understanding of cloud computing and DevOps methodologies. I am proficient in working with Cloud platforms such as: -𝐀𝐖𝐒, 𝐀𝐳𝐮𝐫𝐞, 𝐆𝐂𝐏, 𝐚𝐧𝐝 𝐎𝐫𝐚𝐜𝐥𝐞 𝐂𝐥𝐨𝐮𝐝. Adding onn I have also experienced other cloud platforms such as -𝐈𝐁𝐌 𝐂𝐥𝐨𝐮𝐝, 𝐀𝐥𝐢𝐛𝐚𝐛𝐚 𝐂𝐥𝐨𝐮𝐝, 𝐚𝐧𝐝 𝐃𝐢𝐠𝐢𝐭𝐚𝐥𝐎𝐜𝐞𝐚𝐧. In my previous projects I have experienced various Infrastructure-As-Code tools such as- 𝐓𝐞𝐫𝐫𝐚𝐟𝐨𝐫𝐦 𝐚𝐧𝐝 𝐂𝐥𝐨𝐮𝐝𝐅𝐨𝐫𝐦𝐚𝐭𝐢𝐨𝐧. And I have deployed various serverless architectures using- 𝐀𝐖𝐒 𝐋𝐚𝐦𝐛𝐝𝐚, 𝐀𝐳𝐮𝐫𝐞 𝐅𝐮𝐧𝐜𝐭𝐢𝐨𝐧𝐬, 𝐚𝐧𝐝 𝐆𝐨𝐨𝐠𝐥𝐞 𝐂𝐥𝐨𝐮𝐝 𝐅𝐮𝐧𝐜𝐭𝐢𝐨𝐧𝐬. Adding onn I have expertise in network and security technologies such as- 𝐕𝐢𝐫𝐭𝐮𝐚𝐥 𝐏𝐫𝐢𝐯𝐚𝐭𝐞 𝐂𝐥𝐨𝐮𝐝𝐬 (𝐕𝐏𝐂𝐬), 𝐅𝐢𝐫𝐞𝐰𝐚𝐥𝐥𝐬, 𝐕𝐏𝐍𝐬, 𝐚𝐧𝐝 𝐈𝐝𝐞𝐧𝐭𝐢𝐭𝐲 𝐚𝐧𝐝 𝐀𝐜𝐜𝐞𝐬𝐬 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 (𝐈𝐀𝐌) 𝐬𝐞𝐫𝐯𝐢𝐜𝐞𝐬. Over the years, I have worked on a variety of projects and I have expertise in deploying and managing containerized applications using- 𝐊𝐮𝐛𝐞𝐫𝐧𝐞𝐭𝐞𝐬 𝐚𝐧𝐝 𝐃𝐨𝐜𝐤𝐞𝐫. Adding onn I’ve also experienced other container orchestration tools such as- 𝐍𝐨𝐦𝐚𝐝, 𝐌𝐞𝐬𝐨𝐬, 𝐚𝐧𝐝 𝐒𝐰𝐚𝐫𝐦. Previously I have built and managed various secure infrastructure using- 𝐂𝐈/𝐂𝐃 𝐭𝐨𝐨𝐥𝐬 𝐬𝐮𝐜𝐡 𝐚𝐬- 𝐉𝐞𝐧𝐤𝐢𝐧𝐬, 𝐂𝐢𝐫𝐜𝐥𝐞𝐂𝐈, 𝐚𝐧𝐝 𝐆𝐢𝐭𝐋𝐚𝐛. 𝐂𝐨𝐧𝐟𝐢𝐠𝐮𝐫𝐚𝐭𝐢𝐨𝐧 𝐦𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 𝐭𝐨𝐨𝐥𝐬 𝐬𝐮𝐜𝐡 𝐚𝐬 𝐀𝐧𝐬𝐢𝐛𝐥𝐞, 𝐏𝐮𝐩𝐩𝐞𝐭, 𝐚𝐧𝐝 𝐂𝐡𝐞𝐟. 𝐂𝐥𝐨𝐮𝐝 𝐝𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬 𝐬𝐮𝐜𝐡 𝐚𝐬- 𝐀𝐦𝐚𝐳𝐨𝐧 𝐑𝐃𝐒, 𝐀𝐳𝐮𝐫𝐞 𝐒𝐐𝐋 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞, 𝐆𝐨𝐨𝐠𝐥𝐞 𝐂𝐥𝐨𝐮𝐝 𝐒𝐐𝐋, 𝐚𝐧𝐝 𝐎𝐫𝐚𝐜𝐥𝐞 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞 𝐂𝐥𝐨𝐮𝐝 𝐒𝐞𝐫𝐯𝐢𝐜𝐞. 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞 𝐦𝐨𝐧𝐢𝐭𝐨𝐫𝐢𝐧𝐠 𝐚𝐧𝐝 𝐥𝐨𝐠𝐠𝐢𝐧𝐠 𝐬𝐮𝐜𝐡 𝐚𝐬- 𝐍𝐚𝐠𝐢𝐨𝐬, 𝐏𝐫𝐨𝐦𝐞𝐭𝐡𝐞𝐮𝐬, 𝐄𝐋𝐊, 𝐒𝐩𝐥𝐮𝐧𝐤. Adding onn I’ve experienced other monitoring and logging tools such as Zabbix, Grafana, Graylog, and Fluentd. + Also I’m familiar with Agile Methodologies: • Git • Scrum • Jira / Kanban • Slack

As a seasoned DevOps Solution Architect with over 10 years of expertise, I specialize in designing and deploying secure, scalable infrastructures across AWS, GCP, and Azure. My skills include setting up CI/CD pipelines, Kubernetes orchestration, and automation with Python, empowering businesses to streamline their operations and enhance performance. Key Strengths & Skills: Multi-Cloud Expertise: Deep knowledge of AWS, GCP, and Azure, implementing best practices for security, compliance (PCI, HIPAA, SOC2, SOX), and cost optimization. Infrastructure as Code: Extensive experience with Terraform and other IaC tools for automated, reproducible deployments. Kubernetes & Containerization: Skilled in Kubernetes deployments, ensuring resilient and efficient containerized applications. CI/CD Automation: Proven track record in setting up robust CI/CD pipelines for smooth, continuous integration and deployment. Programming & Scripting: Strong development background in Python and GoLang for custom tooling and automation. With expertise in Python and GoLang, I am well-versed in building automated scripts and integrations for cloud management. My focus is on delivering efficient, reliable, and secure solutions tailored to each project’s needs. Let’s connect to bring your cloud vision to life!

Top Rated Cloud and DevOps Engineer helping startups and enterprises build secure, scalable infrastructure, automate operations, and ship AI agents that run reliably in production. 7+ years across AWS, Azure, and GCP, with Kubernetes, Terraform, and CI/CD at the core of everything I deliver. I focus on three things clients hire me for: Cloud DevOps and Infrastructure ✔ Kubernetes, Terraform, Docker, and GitOps for infrastructure that scales without surprises ✔ CI/CD pipelines with Jenkins, GitHub Actions, and GitLab to ship faster and safer ✔ Multi-cloud architecture and migration on AWS, Azure, and GCP, tuned for cost, security, and performance ✔ Monitoring, observability, and incident response so problems get caught before your users do AI Agents and Automation ✔ Building AI agents and LLM-powered workflows using OpenAI, Anthropic, Gemini, and Groq ✔ RAG pipelines, vector databases, and API integrations that connect AI to your real data ✔ Automating repetitive operations and internal processes to cut manual work and errors Infrastructure and Full Stack Development ✔ End-to-end product builds with Next.js, Node.js, and PostgreSQL ✔ Backend APIs, database design, and cloud-native deployments ✔ Secure, maintainable code built to grow with your business What working with me looks like: clear communication, on-time delivery, and solutions built for your actual goals rather than a template. I stay involved after launch, so deployments and integrations keep running smoothly. If you want to modernize your infrastructure, automate your workflows, or build AI agents that deliver real results, send me a message with what you are trying to achieve and I will tell you honestly how I can help.

👋 I’m a Solution Architect and Cloud Engineer with 20+ years of hands-on experience building, fixing, and scaling production systems on AWS, Kubernetes, and Terraform. I help companies solve the most common infrastructure headaches: lowering runaway AWS costs, fixing unstable deployments, and cleaning up manual "click-ops" messes. As a Solution Architect, I transform fragile setups into resilient, automated environments. Whether you need to optimize a slow Kubernetes cluster, refactor unmaintainable Terraform code, or secure a leaking AWS environment, I provide the architectural oversight and hands-on execution to ensure your systems are production-ready and cost-effective for the long haul. I help teams turn messy infrastructure into clear, automated DevOps environments using AWS, Kubernetes, and Terraform as the core stack. Most projects involve fixing unstable AWS setups, rebuilding pipelines with Terraform, and moving workloads into production-ready Kubernetes clusters. I also work with GCP and Azure when projects require multi-cloud or provider-specific services. 🚀 Core DevOps Stack DevOps with AWS, Kubernetes, and Terraform is the foundation of my work. As a Cloud Engineer, I design full DevOps systems where AWS infrastructure is managed by Terraform and applications run on Kubernetes with automated pipelines. My daily work includes: - Solution Architect oversight for AWS/Kubernetes migrations - Cloud Engineer automation on AWS using Terraform - Kubernetes cluster design and operations - Terraform modules for repeatable AWS environments - Production DevOps pipelines for Kubernetes workloads - Multi-cloud setups across AWS, GCP, and Azure ⚙️ What I Deliver ☁️ DevOps & Cloud Infrastructure - Full DevOps setups on AWS using Terraform - High-availability AWS environments managed through Terraform - Cost-optimized AWS architectures built with Solution Architect best practices - Secure AWS networking and access policies via Terraform - Production setups on GCP and Azure when required ☸️ Kubernetes Platforms - Production Kubernetes clusters on AWS - Scalable Kubernetes environments managed by Terraform - DevOps pipelines for Kubernetes deployments - Monitoring and autoscaling for Kubernetes workloads - Kubernetes clusters on GCP (GKE) and Azure (AKS) 🔧 Terraform Automation - End-to-end Terraform infrastructure on AWS - Modular Terraform code for repeatable DevOps setups - Terraform pipelines for Kubernetes clusters - Automated AWS provisioning with Terraform - Multi-cloud Terraform environments across AWS, GCP, and Azure 🔄 DevOps CI/CD - DevOps pipelines deploying to AWS and Kubernetes - Container builds and rollouts into Kubernetes - Terraform driven release environments on AWS - Zero-downtime DevOps deployments - CI/CD for systems running on GCP and Azure 📊 Monitoring, Security, and Databases - DevOps monitoring for AWS and Kubernetes - Metrics and alerts for Kubernetes clusters - Log aggregation for AWS and Kubernetes - Secure Terraform secrets and access management - Database tuning in AWS, GCP, and Azure environments 💡 Why Clients Choose My DevOps Work - Long-term infrastructure support and maintenance (SLA-focused) - Real production experience as a Cloud Engineer on AWS, GCP, and Azure - Stable Kubernetes clusters designed by a professional Solution Architect - Clear Terraform code your team can maintain - Predictable AWS infrastructure costs Most of my projects involve: - Fixing broken DevOps pipelines - Rebuilding AWS environments with Terraform - Moving apps into stable Kubernetes clusters - Improving DevOps reliability and monitoring - Supporting multi-cloud setups on AWS, GCP, and Azure 🛠️ Typical DevOps Projects - Migrate legacy servers into AWS with Terraform - Build new Kubernetes clusters for SaaS platforms - Set up full DevOps pipelines on AWS - Refactor manual infrastructure into Terraform - Stabilize production Kubernetes environments - Deploy or migrate workloads to GCP or Azure If you need a Cloud Engineer and Solution Architect who works daily with AWS, Kubernetes, and Terraform, and can provide long-term infrastructure support, I can help you build an automated, stable, and scalable system. Let’s discuss your setup and improve your infrastructure.