DevOps and Backend Tech Stack

Organized view of the stack I use to design, build, deploy, and operate systems.

Platform / DevOps

Kubernetes (R&D / Lab)DockerDocker ComposePodmanLinuxRHELUbuntu ServerNginxGitHub ActionsCI/CDBash / Shell ScriptingDeployment AutomationSelf-HostingVPS HardeningTLS / Reverse ProxyCloudflare DNS

Backend & Distributed Systems

JavaSpring BootSpring CloudPythonFastAPIErlang / OTPGoC++C#.NETPHPREST APIsMicroservicesAsync I/OConcurrencyResilience4jAuth0Keycloak

Databases & Data

PostgreSQLMariaDBMySQLSQL ServerMongoDBRedisClickHouseCachingTransactionsIdempotency

Observability & Operations

PrometheusGrafanaNagiosBlackbox ExporterHealth ChecksLog AnalysisL1/L2/L3 Production SupportIncident ResponseRoot Cause AnalysisHigh AvailabilityFailure RecoveryPerformance Troubleshooting

Telecom & Signalling

SMS FirewallSMPPSS7SIGTRANMAPM3UASCTPSCCPTCAPGSM TPDUGlobal Title TranslationDistributed Erlang

AI / ML & LLM Engineering

PyTorchTransformer ModelsBPE TokenizationLLM TrainingModel EvaluationQuantizationOllamaLocal LLM InferenceCUDA WorkloadsRAG Concepts

Frontend & Client

ReactNext.jsReact NativeTypeScriptJavaScriptHTMLCSS

Engineering Tooling

GitGitHubCMakeRuffpytestmypyOpenAPI / SwaggerMermaidJiraAgileTechnical DocumentationArchitecture Design