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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