The thinking behind the infrastructure: the challenge, the decisions, and the work, in technical stories with useful context.
A support assistant for an online gaming operator that answers players from an approved FAQ, hands everything else to a person, and has no way to touch accounts, data, or money.
An advisory AI layer for an online gaming operator's withdrawal queue. It reviews every request against account history and explains its verdict, while a deterministic engine keeps sole control of payouts.
A consumer generative-AI product where an in-house router picks the job, a LiteLLM gateway picks the model with automatic fallbacks across three providers, and hybrid RAG grounds answers in cited sources.
A live-dealer studio with no storage on site now records every camera to AWS over encrypted tunnels, with playback on managed desktops and tamper-proof evidence storage.
We moved an application-security vendor from hand-maintained Terraform to Terragrunt with one AWS account per environment, Argo CD delivery, and autoscaling built for bursty scanning workloads.
A repeatable way for an application-security vendor to install and update its platform inside enterprise customers' own environments, from Amazon EKS to air-gapped data centres.
We architected the system and the software and built the engineering processes for an online gaming operator: from an on-premises monolith to a secure, cost-optimized, event-driven platform on Amazon EKS with GitOps delivery from commit to production.
Terragrunt-built AWS accounts and Amazon EKS for an ad-tech identity platform, with Karpenter for nodes, KEDA jobs driven by Amazon SQS, and Argo CD rolling out new images automatically.
Self-service, multi-region test environments on Amazon EKS for a workplace-management SaaS used by large enterprises, provisioned on request with Flux CD.
A more maintainable way to provision infrastructure, coordinate releases, and operate a distributed engineering platform.
Claude
AWS
Amazon EC2
Telegram
Amazon Aurora
LiteLLM
Amazon Bedrock
PostgreSQL + pgvector
AWS Site-to-Site VPN
Amazon EBS
Amazon WorkSpaces
Amazon EKS
Terragrunt
Argo CD
Helm
Microsoft Azure
Google Cloud
Kubernetes
Amazon ElastiCache
Amazon SQS
Karpenter
Flux
Terraform
GitHub Actions