Case study library

How the difficult parts were solved.

Project case studies from enterprise AWS delivery — each one written up with the context, constraint, approach, and trade-offs. Start with a project overview for the business context and architecture scope, then open the linked technical detail for the architecture depth. Client details are anonymized; the engineering is not.

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31 case studies

Case studies

Telecom & Secure CommunicationsData & storage3 min read

Modernizing a telecom database with a controlled cutover

Combining schema and client compatibility work, continuous replication, and local connection pooling to move a legacy telecom database tier to Aurora.

Aurora PostgreSQL · AWS DMS · PgBouncer · C client libraries · Terraform

Telecom & Secure CommunicationsResilience & DR3 min read

Automating telecom failover, preserving licensed identity

Bringing recovery orchestration, service validation, and hardware-bound licensing into one failover workflow, with an explicit same-AZ boundary.

AWS Lambda · DynamoDB · CloudWatch · Systems Manager · EC2 · Elastic Network Interfaces

Telecom & Secure CommunicationsNetworking & security3 min read

Moving legacy telecom key management to AWS KMS

Adapting an existing local encryption service to AWS KMS while preserving its application integration and making the key-handling boundaries explicit.

AWS KMS · C · Linux shared memory · systemd · PostgreSQL

Telecom & Secure CommunicationsPlatform & delivery3 min read

Making telecom node provisioning repeatable

Turning manual host configuration and recurring migration defects into a provisioning workflow with explicit config, service reconciliation, and smoke tests.

Bash · AWS Systems Manager · systemd · Linux · Postfix

Telecom & Secure CommunicationsOperations & incidents2 min read

Diagnosing a silent call-record ingestion failure

Tracing missing call records through consumer output and SSH transfer, then replacing process-only checks with data-flow monitoring.

Kafka · PostgreSQL · Linux · SSH ETL · CloudWatch

Tolling InfrastructureFoundation & governance4 min read

One governed cloud foundation under 40+ accounts

A four-layer landing zone, one hub-and-spoke network, and a CI/CD pipeline where an unintended apply is structurally impossible.

Terraform · AWS Organizations · Transit Gateway · GitHub Actions

Tolling InfrastructureNetworking & security2 min read

A Transit Gateway hub that keeps account routing deliberate

Connecting shared services, workload accounts, security inspection, and a recovery region through one governed Transit Gateway, not a full mesh of VPC routes.

AWS Transit Gateway · AWS RAM · VPC · Terraform · AWS Network Firewall

Tolling InfrastructureResilience & DR4 min read

Make Aurora DR behave like the primary, not exist beside it

Closing the two gaps that can make a replicated Aurora environment fail differently in recovery: secondary parameter-group drift and missing regional secrets.

Amazon Aurora Global Database · AWS Secrets Manager · AWS KMS · Terraform

Tolling InfrastructureOperations & incidents2 min read

Turn an EKS ingress incident into a diagnosable traffic path

A structured RCA pattern for an EKS ingress failure that separates DNS, load-balancer, routing, network-policy, and application causes, not just "5xx."

Amazon EKS · AWS Load Balancer Controller · Application Load Balancer · Route 53 · CloudWatch

Tolling InfrastructurePlatform & delivery3 min read

A reusable CI/CD engine with safe-by-default delivery

Bootstrapping AWS OIDC roles once with SSO, then reusing one GitHub Actions engine for speculative plans and gated, single-environment Terraform deploys.

GitHub Actions · Terraform · AWS IAM OIDC · AWS STS · GitHub Environments

Tolling InfrastructureFoundation & governance2 min read

Make organization CloudTrail evidence difficult to alter

Centralizing CloudTrail events in a separately governed archive account, with encryption, a restrictive bucket policy, retention controls, and change alerting.

AWS CloudTrail · AWS Organizations · Amazon S3 · AWS KMS · S3 Object Lock · Amazon SNS

Tolling InfrastructureNetworking & security4 min read

Corporate SSO for Amazon WorkSpaces, without losing AD

Separating Entra authentication from AD machine operations so Personal and Pool WorkSpaces get corporate sign-in without weakening the domain boundary.

Microsoft Entra ID · SAML 2.0 · AWS IAM · Amazon WorkSpaces · AD Connector · Terraform

Tolling InfrastructureApplications & integration5 min read

Letting a SaaS webhook reach a private service, safely

A layered, authenticated path from Jira Service Management into a private service, using CloudFront and a Lambda authorizer because simpler options don't work.

API Gateway HTTP API · CloudFront · AWS WAF · Lambda authorizer · VPC Link · EKS · Secrets Manager

Tolling InfrastructureNetworking & security3 min read

One DNS model for public services and private environments

Separating public internet resolution from private VPC resolution, then associating one centrally managed hosted zone with shared and environment VPCs.

Amazon Route 53 · Route 53 Resolver · VPC · Transit Gateway · Terraform

Tolling InfrastructureApplications & integration3 min read

A private image API without a proxy application to operate

Removing a load balancer and a Lambda proxy from the image path, leaving API Gateway talking to S3 directly through one shared private endpoint.

API Gateway · Amazon S3 · Route 53 · VPC endpoints · IAM · Terraform

Tolling InfrastructureData & storage4 min read

Moving 1.48 million S3 objects in 54 minutes instead of 8+ hours

Moving 225 GB of data across 1.48 million small objects between same-region S3 buckets, cutting transfer time from 8+ hours to 54 minutes using high-concurrency tooling on existing in-region compute.

Amazon S3 · AWS CLI · s5cmd · Amazon EC2 · AWS Data Pipeline · Bash

Healthcare & Cost ArchitectureApplications & integration4 min read

Clinical platform modernization and cost architecture

Decomposing an on-premise clinical monolith into containerized services, and taking reporting load off the live database with a decoupled analytics pipeline.

Amazon EKS · RDS · ElastiCache · CloudFront

Healthcare & Cost ArchitectureApplications & integration4 min read

HL7 device-interoperability engine for remote monitoring

A dedicated integration tier translating proprietary medical-IoT telemetry into standardized HL7 and JSON for clinical systems and a partner hospital network.

NextGen Mirth Connect · Nginx · MySQL · HL7 v2.5.1 · TLS 1.2+

Healthcare & Cost ArchitectureData & storage3 min read

Decoupled real-time analytics for clinical telemetry

Streaming physiological telemetry into a real-time OLAP store so care teams can query months of patient vitals without touching the operational database.

Apache NiFi · Apache Pinot · Tableau Server · mTLS

Healthcare & Cost ArchitectureNetworking & security3 min read

Zero-public-ingress network architecture for HIPAA

A network design where no compute or database resource has a public IP, engineering access is mutual-TLS VPN only, and the CDN is tuned for clinical apps.

AWS Client VPN · AWS CloudFront · AWS WAF · AWS KMS

Healthcare & Cost ArchitecturePlatform & delivery3 min read

CI/CD delivery pipeline for a regulated healthcare platform

A GitFlow-to-Kubernetes pipeline with per-branch promotion gates, headless registry authentication, and deployment lead time cut from hours to minutes.

Jenkins · Bitbucket · AWS ECR · Amazon EKS

AWS APN & Migration EngagementsMigration & strategy3 min read

Institutional digital asset platform · AWS MAP business case

An agentless VMware discovery, a third-party IdP-to-Identity Center SAML fix, and a Directional Business Case for an institutional financial platform.

AWS Transform · VMware vCenter · RVTools · AWS IAM Identity Center · Enterprise SAML IdP · AWS CAF

AWS APN & Migration EngagementsMigration & strategy2 min read

Global media platform · Cross-region MAP migration

Inventory profiling and cloud transformation across US and EU data centers, sizing high-capacity media storage, compute, and localized workflows under AWS MAP.

AWS Application Discovery · AWS MAP · Excel Analytics · Multi-Region Profiling · TCO Modeling

AWS APN & Migration EngagementsMigration & strategy3 min read

Enterprise IT monitoring · VMware Tanzu to EKS assessment

An AWS MAP Assess evaluation for a European IT monitoring enterprise, transitioning VMware Tanzu Kubernetes to Amazon EKS with Karpenter and a TCO analysis.

Amazon EKS · VMware Tanzu · Karpenter · AWS Transform · RVTools · Dell VxRail · AWS MAP

AWS APN & Migration EngagementsMigration & strategy3 min read

Connected IoT platform · Monolith to AWS cloud migration

Moving a connected-device platform from on-premise servers to AWS managed services: mapping each old service to its AWS replacement, cost estimates, and a MAP Mobilize roadmap.

AWS IoT Core · Amazon EKS · Amazon Kinesis · Aurora PostgreSQL · DynamoDB · AWS MAP

AWS APN & Migration EngagementsApplications & integration3 min read

Enterprise AdTech SaaS · Cloud marketplace onboarding

Getting an AdTech SaaS product listed and sold through a cloud marketplace: the buyer sign-up flow, usage-based billing, and checks after launch.

Google Cloud Marketplace · AWS · SaaS Integration · Webhooks · API Gateway · Cloud Functions

Enterprise Hybrid Cloud InfrastructureData & storage4 min read

21-node Oracle RAC cluster on AWS without shared-SAN storage

A 21+ node Oracle RAC cluster running active-active database failover on AWS, built around software-defined clustered storage to work around AWS's lack of native shared-SAN block storage.

Oracle RAC · FlashGrid · AWS EC2 · AWS EBS · AWS DMS · CentOS

Enterprise Hybrid Cloud InfrastructureData & storage4 min read

Distributed S3-compatible storage spanning AWS, on-prem VMware, and OpenStack

A self-hosted distributed object storage layer unifying backups, ERP media, and mail archives across a public cloud, an on-prem data center, and a private OpenStack cloud behind one S3 API.

MinIO · Docker Compose · Nginx · Restic · AWS S3 Glacier · Python · Boto3

Enterprise Hybrid Cloud InfrastructureResilience & DR4 min read

Automated sub-3-minute failover for enterprise mail infrastructure

An automated EC2 failover system for a single-instance enterprise mail platform, cutting recovery time from 4+ hours of manual recovery to under 3 minutes, paired with tiered S3 backups and DNS-authenticated delivery.

Zimbra · AWS EC2 · AWS EBS · AWS S3 · Bash · SPF/DKIM/DMARC

Independent Products & AI-Assisted EngineeringProduct engineering5 min read

An AI-assisted HRMS tool: leave, attendance, timesheets, and policy answers in one place

A simple HR management tool I built with AI coding tools. It covers leave, attendance, shifts, timesheets, the org chart, company assets, and policy documents, and a built-in assistant handles everyday requests in plain language and answers policy questions by quoting the handbook, with the page.

FastAPI · Next.js · PostgreSQL

Independent Products & AI-Assisted EngineeringProduct engineering10 min read

Hardening a solo-built PDF product, end to end, with AI-agent-assisted engineering

Taking a PDF product I built alone from a serverless deployment that didn't run to a self-audited, self-hosted app about 93% lighter, using AI coding tools under strict written rules.

Node.js · Docker Compose · Supabase (self-hosted) · Stripe · mupdf WASM · Terraform