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Zain Ahmed
Senior Software & Platform EngineerMulti-Cloud SRE & MLOps
Hands-on platform engineer working at the intersection of large-scale software development, cloud infrastructure, and MLOps. Focused on building distributed applications that scale seamlessly, automating complex infrastructure, and designing reliable ML deployment pipelines while cutting operational costs by 30% to 40%.
5x Certified Cloud Professional
7+ Years of Experience
Pro Tip: Navigate using the terminal
Core Competencies
Technical Expertise
A comprehensive toolkit for building, securing, and scaling modern cloud-native infrastructure.
Cloud Platforms & Architecture
AWS (DevOps Pro, SA Associate)Azure (AZ-104)GCPMulti-Cloud StrategySolutions ArchitectureCloud EngineeringCloud MigrationLanding Zones & Well-Architected
DevOps & CI/CD
GitHub ActionsJenkinsGitLab CIAzure DevOpsArgoCD & GitOpsCircleCIAgile/ScrumRelease Management
DevSecOps & Cyber Security
Shift-Left SecurityPolicy-as-Code (OPA/Kyverno)Vulnerability Scanning (Trivy, Aqua)Secret Management (Vault)Zero Trust ArchitectureISO 27001 / SOC 2SAST & DAST PipelinesSonarQube
AI Systems & MLOps Architecture
AI/MLOps Pipelines (MLflow)AI & Systems ArchitectureLocal LLMs (Ollama, vLLM)LLM Orchestration (LangChain)Vector Databases (Pinecone, pgvector)Agentic Workflows & AI AgentsModel Fine-Tuning & QuantizationGPU Cluster Management (K8s)
Infrastructure as Code (IaC)
Terraform (Modules & Workspaces)AnsibleCloudFormationAzure BicepPulumiHelm ChartsKustomizeTerragrunt
Containers & Orchestration
Docker & Docker ComposeKubernetes (EKS, AKS, GKE)Amazon ECR / ACRService Mesh (Istio)Container SecurityPod Autoscaling (HPA/VPA)Operators & CRDsNamespace Isolation
Observability & Monitoring
Prometheus & AlertmanagerGrafana DashboardsELK / OpenSearchDatadogNew RelicCloudWatchDistributed Tracing (Jaeger)SLO/SLI Management
Programming & Scripting
Python (Boto3, FastAPI)Go (Golang)Bash / Shell ScriptingPowerShellJava (Spring Boot)JavaScript/TypeScriptRust (CLI Tools)SQL & NoSQL
Software Engineering
Data Structures & AlgorithmsDesign Patterns (GoF)OOP / SOLID PrinciplesMicroservice ArchitectureDomain-Driven Design (DDD)Event-Driven ArchitectureAPI Design (REST/gRPC)Git Workflow & Code Review
Full-Stack Web Development
React.js / Next.jsNode.js / Express.jsAngular / Vue.jsHTML5 & CSS3Tailwind CSSREST APIs & GraphQLWebSocketsServer-Side Rendering
Networking & Databases
VPC Design & PeeringLoad Balancing (ALB/NLB)DNS / Route53 / CDNNetwork Security GroupsPostgreSQL / MySQLDynamoDB / MongoDBRedis / ElastiCacheRDS & Aurora
SysOps & FinOps
Linux Admin (RHEL, Ubuntu)Windows ServerPerformance TuningDisaster Recovery & BCPCost OptimizationResource RightsizingReserved & Spot InstancesCapacity Planning
Client Solutions
Technical Sandbox
A selection of my work, demonstrating practical application of my technical skills.
Insights
Featured Articles
Sharing insights and best practices from the cloud architecture trenches.
NewAI & Tech|May 23, 2026
Moving Beyond the AI Code Editor with Antigravity 2.0
At I/O 2026, Google decoupled its agent architecture from standard IDEs with the release of Antigravity 2.0, moving from a VS Code fork to a standalone multi-agent manager.
3 min read
Read More
AI & Tech|Apr 19
Testimonials
Trusted by Industry Leaders
Discover the impact of our collaboration through the words of clients who have experienced it firsthand.
“Zain was insightful and relentless in making sure that I was happy and excited with the end result of our project. I highly recommend his team for your next project!”
CZ
Chris Z
CEO & Founder, Pacific One Mortgage Inc
“Zain and his team have done a wonderful job of building our new website. The work was done quickly, efficiently, and adjustments were handled rapidly.”
DK
David Kocharhook
Business Development Manager, Cosmos Continuum
“I highly recommend Zain as an exceptional Engineer with outstanding expertise in AWS and Azure. He architected scalable, secure cloud solutions while maintaining cost efficiency.”
JRS
Jahangir Raza Shah
Software Architect, Contour Software
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