Cloud PlatformsAWS (primary), GCP, Azure
Containers & Orch.Kubernetes, K3s, Docker, Docker-Compose, Docker-Swarm, Vagrant, Portainer, K9s, Thundernetes
IaCTerraform, Ansible, Puppet, Chef
CI/CD & GitOpsGitHub Actions, TeamCity, Flux, GitOps patterns
LanguagesRuby · Rails · Sinatra · Python · Perl · Shell · Kotlin · Java · C · Lua
DatabasesMySQL, PostgreSQL, Oracle, DynamoDB, AuroraDB, ElasticSearch, Redis, Neo4J, SQLite
MessagingKafka, RabbitMQ, MQTT, Mosquitto
ObservabilityGrafana, DataDog, CloudWatch, Wavefront, Kibana, PagerDuty
CDN / EdgeFastly Edge
ML / AI InfraLLM fine-tuning (LoRA), graph-DB-accelerated inference, bespoke Linux distro builds
PracticesSRE, DevOps, Agile/Scrum/Kanban, GitOps, IaC-first engineering