Expertise

Technical expertise

Deep expertise across the modern infrastructure stack, from DevOps and cloud architecture to AI/ML infrastructure and security engineering.

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DevOps Excellence & Platform Engineering

CI/CD
GitHub ActionsGitLab CIJenkinsArgoCDFluxCDTektonDrone CI
IaC
TerraformTerraform CloudTerraform EnterpriseHCP TerraformAnsibleCloudFormationPulumiAWS CDKCrossplane
GitOps
ArgoCDFluxCDRancher Fleet
Config Management
AnsibleChefPuppetSaltStack
Service Mesh & Networking
IstioLinkerdConsulConsul ConnectAWS App MeshEnvoy
HashiCorp Stack
VaultConsulNomadPackerWaypointBoundary
Key achievements
  • — Designed CI/CD pipelines processing 1000+ deployments daily
  • — Reduced deployment time by 75% through automation
  • — Implemented GitOps for 100+ microservices

Multi-Cloud Architecture & FinOps

AWS
EKSLambdaEC2S3CloudFrontRDSDynamoDBSQS/SNSAPI GatewayStep FunctionsEventBridgeCloudWatchX-Ray
Azure
AKSFunctionsCosmos DBService BusLogic AppsApplication GatewayKey VaultMonitor
GCP
GKECloud RunBigQueryPub/SubCloud FunctionsFirestoreCloud CDN
Cloudflare
PagesWorkersR2D1KVDurable ObjectsQueuesStreamImagesVectorizeAI GatewayHyperdriveCloudflare CDNWAFZero TrustAccessGatewayTunnelWorkers AI
Key achievements
  • — Architected CDN handling 50TB daily traffic
  • — Achieved 40% cost reduction through FinOps practices
  • — Designed 99.99% uptime multi-region architectures
  • — Migrated 200+ services to cloud-native architectures

Kubernetes at Scale

Platforms
EKSAKSGKERancherOpenShiftK3sMicroK8sNomad
Container Runtime
DockercontainerdCRI-OgVisorPodman
Package Management
HelmKustomizeCarvelOperator Framework
Scaling & Scheduling
HPAVPAKEDACluster AutoscalerKarpenterVolcano
Networking
CalicoCiliumWeaveFlannelMultusGateway API
Storage
Rook/CephLonghornOpenEBSPortworxCSI Drivers
Security & Policy
OPA/GatekeeperKyvernoFalcoPod Security StandardsNetwork Policies
Developer Tools
kubectlk9sLensTelepresenceSkaffoldTilt
Key achievements
  • — Managed 500+ node production clusters
  • — Implemented zero-downtime deployment strategies
  • — Built custom operators for automated operations

AI Solutions Engineering & LLM Infrastructure

LLM Integration & Deployment
OpenAI GPT-4Anthropic ClaudeOpenRouterOllamavLLMAWS BedrockAzure OpenAIGCP Vertex AICloudflare Workers AI
RAG & Vector Search
LangChainLlamaIndexPineconeWeaviateChromaDBQdrantMilvusFAISSpgvectorOpenAI EmbeddingsSentence Transformers
AI Automation Pipelines
Automated content generationIntelligent CI/CDAI-powered monitoringCode review agentsDocumentation automation
Agent Frameworks & Orchestration
LangChainLlamaIndexCrewAIAutoGenLangGraphSemantic KernelHaystackMulti-agent systems
MLOps & Model Serving
KServeSeldon CoreBentoMLRay ServeTorchServeMLflowKubeflowWeights & BiasesModel versioningA/B testing
GPU Infrastructure
NVIDIA A100/H100GPU OperatorMulti-instance GPU (MIG)CUDAcuDNNModel optimizationQuantizationLoRA/QLoRA
Prompt Engineering
System prompt designFew-shot learningChain-of-thoughtReAct patternsPrompt templatesContext management
Key achievements
  • — Built production RAG systems with <100ms latency serving millions of queries
  • — Deployed automated blog generation pipeline using LLMs and trending topic analysis
  • — Implemented AI-powered chat assistant with retrieval-augmented generation
  • — Optimized LLM inference costs by 60% through intelligent caching and batching
  • — Built AI agent orchestration platforms for autonomous workflows
  • — Managed GPU clusters for distributed model training and inference

Observability & Performance Engineering

Elastic Stack
ElasticsearchKibanaLogstashBeats (Filebeat, Metricbeat, Heartbeat, Auditbeat, Packetbeat)Elastic APMElastic AgentFleetElastic CloudElastic Observability
Grafana Stack
GrafanaMimirLokiTempoGrafana AgentGrafana CloudGrafana FaroGrafana OnCallGrafana Phlare
Logging
ELK Stack (5TB+ daily)SplunkFluentdFluentbitVectorLokiLogstashFilebeat
Metrics & Time Series
PrometheusGrafanaMimirCortexThanosVictoriaMetricsInfluxDBMetricbeatTelegrafOpenTelemetry Collector
Tracing
JaegerZipkinAWS X-RayGoogle Cloud TraceTempoElastic APMOpenTelemetry
APM & Performance
DataDogNew RelicAppDynamicsDynatraceElastic APMGrafana FaroSentry
Data Collection
OpenTelemetryElastic AgentGrafana AgentBeatsTelegrafFluentdVectorPrometheus Exporters
Incident Management
PagerDutyOpsgenieVictorOpsGrafana OnCallAlertmanagerElastic Alerting
Load Testing & Chaos
K6GatlingJMeterLocustChaos MeshLitmusGremlin
Visualization & Dashboards
GrafanaKibanaDataDogTableauApache SupersetChronograf
Key achievements
  • — Built ELK cluster ingesting 5TB+ logs daily
  • — Reduced MTTR by 60% through intelligent alerting
  • — Implemented chaos engineering practices

DevSecOps & Security Engineering

Container Security
Aqua SecurityTwistlockSysdig SecureAnchoreTrivyClairGrypePrisma Cloud
SAST/DAST
SonarQubeSnyk CodeCheckmarxVeracodeSemgrepCodeQLFortifyOWASP ZAP
Secrets Management
HashiCorp VaultAWS Secrets ManagerAzure Key VaultGCP Secret ManagerSOPSSealed SecretsDoppler1Password
Policy as Code
OPA/GatekeeperKyvernoHashiCorp SentinelCloud CustodianCheckovtfsecTerrascan
Runtime Security
FalcoTraceeTetragonCiliumCalico EnterpriseAppArmorSELinux
Compliance & Scanning
Chef InSpecOpenSCAPProwlerScoutSuiteCloudSploitDependency-TrackGrypeSBOM tools
SIEM/SOAR
Splunk Enterprise SecurityELK SecurityWazuhTheHiveCortex XSOARSecurity Onion
Vulnerability Management
SnykAqua TrivyGrypeNessusQualysRapid7NucleiOWASP Dependency-Check
Zero Trust & IAM
Cloudflare Zero TrustBeyondCorpOktaAuth0KeycloakAWS IAMAzure ADSPIFFE/SPIRE
Supply Chain Security
SigstoreCosignin-totoSLSANotaryTUFSBOM generationArtifact signing
Key achievements
  • — Implemented shift-left security in CI/CD pipelines
  • — Reduced CVE remediation time by 80% through automation
  • — Achieved SOC 2 Type II and ISO 27001 compliance
  • — Built zero-trust architecture for 500+ services
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