Compute & Containers

Right-sized compute infrastructure from bare-metal instances to fully managed container orchestration and serverless functions.

Amazon EC2

Production-grade compute with auto-scaling groups, placement groups, and dedicated hosts. Expertise in Graviton3 ARM optimization for 40% price-performance gains.

  • • Spot Fleet management & interruption handling
  • • Custom AMI pipelines with EC2 Image Builder
  • • HPC clusters with EFA networking
  • • GPU instances (P5, G5) for ML workloads

Amazon EKS

Enterprise Kubernetes with managed node groups, Fargate profiles, and Karpenter autoscaling. Multi-cluster federation with ArgoCD.

  • • EKS Anywhere for hybrid deployments
  • • Service mesh with App Mesh / Istio
  • • Pod Identity & IRSA security
  • • Cluster upgrades with zero downtime

AWS Lambda

Event-driven serverless architectures with Lambda@Edge, Provisioned Concurrency, and Lambda Powertools for observability.

  • • Step Functions orchestration
  • • Event source mappings (SQS, Kinesis, DDB)
  • • Custom runtimes & container images
  • • Cold start optimization strategies

AWS Fargate

Serverless containers without managing infrastructure. Right-sized task definitions with ECS or EKS Fargate profiles.

  • • ECS Service Connect for service discovery
  • • Fargate Spot for cost optimization
  • • FireLens for centralized logging
  • • Capacity provider strategies

AWS App Runner

Fully managed container deployment from source code or container images. Auto-scaling, HTTPS, and custom domains out of the box.

  • • Direct GitHub/ECR integration
  • • Automatic deployments on push
  • • VPC connector for private resources
  • • Observability with X-Ray

AWS Batch

Managed batch computing for HPC, genomics, financial modeling, and large-scale data processing with optimal instance selection.

  • • Multi-node parallel jobs
  • • Spot instance integration
  • • Job queues & scheduling policies
  • • Fargate-based batch processing

Storage & Databases

Purpose-built databases and storage solutions for every workload pattern — from OLTP to real-time analytics, object storage to data lakes.

Amazon S3

Object storage architecture with intelligent tiering, lifecycle policies, and S3 Access Points for multi-tenant data lakes.

  • • S3 Object Lambda for data transformation
  • • S3 Batch Operations for bulk processing
  • • Cross-region replication & versioning
  • • S3 Select & Glacier Instant Retrieval

Amazon RDS & Aurora

Managed relational databases with Aurora Global Database for multi-region HA, read replicas, and Aurora Serverless v2 auto-scaling.

  • • Aurora PostgreSQL / MySQL compatible
  • • RDS Proxy for connection pooling
  • • Automated backups & point-in-time recovery
  • • Performance Insights monitoring

Amazon Redshift

Petabyte-scale data warehousing with Redshift Serverless, materialized views, and data sharing across accounts.

  • • RA3 nodes with managed storage
  • • Redshift Spectrum for S3 queries
  • • Concurrency scaling & WLM tuning
  • • Zero-ETL integration with Aurora

Amazon DynamoDB

Serverless NoSQL with single-digit millisecond latency. Global tables for multi-region active-active architectures.

  • • DAX (DynamoDB Accelerator) caching
  • • DynamoDB Streams for CDC
  • • PartiQL query support
  • • On-demand vs provisioned capacity planning

Amazon ElastiCache

In-memory caching with Redis and Memcached. Session management, real-time leaderboards, and API response caching.

  • • Redis Cluster Mode with sharding
  • • Global Datastore for cross-region
  • • Data tiering to SSD
  • • Redis Streams for event processing

Amazon OpenSearch

Managed search and analytics with vector search for RAG, log analytics, and application search use cases.

  • • OpenSearch Serverless collections
  • • k-NN vector search for embeddings
  • • UltraWarm & cold storage tiers
  • • Dashboards & alerting

Networking & Content Delivery

Enterprise-grade networking with Transit Gateway, PrivateLink, and CloudFront for global content delivery at the edge.

Amazon VPC

Multi-VPC architectures with Transit Gateway, VPC peering, and Network Firewall. IPv6 dual-stack deployments.

CloudFront

Global CDN with CloudFront Functions, Lambda@Edge, and origin failover. Cache policy optimization for dynamic content.

Route 53

DNS management with health checks, failover routing, and latency-based routing for multi-region architectures.

API Gateway

REST & WebSocket APIs with throttling, caching, and custom authorizers. HTTP API for low-latency microservices.

Elastic Load Balancing

ALB with advanced routing, NLB for TCP/UDP, and GWLB for network appliance deployment patterns.

AWS Direct Connect

Dedicated network connections from on-premises with LAG groups and MACsec encryption for secure hybrid.

AWS PrivateLink

Private connectivity between VPCs and services without traversing the internet. VPC endpoint services.

Global Accelerator

AWS backbone networking for 60% latency improvement. Anycast static IPs with automatic failover.

AI/ML & Analytics

From foundation models with Bedrock to custom ML training on SageMaker, plus comprehensive analytics with Redshift, Athena, and real-time streaming.

Amazon Bedrock

Access to foundation models (Claude, Titan, Llama, Mistral) with knowledge bases, agents, and guardrails for enterprise GenAI applications.

Architecture Pattern: Bedrock Knowledge Bases + OpenSearch Serverless for RAG → Bedrock Agents for orchestration → Guardrails for content filtering → CloudWatch for monitoring

Amazon SageMaker

End-to-end ML platform with Studio, training jobs, real-time endpoints, and MLOps pipelines. Feature Store for centralized features.

Pipeline: Data Wrangler → Processing → Training (distributed) → Model Registry → Endpoint (auto-scaling) → Model Monitor for drift detection

Real-Time Analytics

Streaming data with Kinesis Data Streams, Firehose, and Managed Flink for real-time dashboards and alerting.

Stack: Kinesis Data Streams → Managed Apache Flink → OpenSearch/Redshift → QuickSight real-time dashboards

Data Lake & ETL

AWS Glue for serverless ETL, Lake Formation for governance, Athena for ad-hoc queries on S3 data lake.

Architecture: S3 (raw/curated/analytics zones) → Glue Crawlers/Jobs → Lake Formation catalog → Athena/Redshift Spectrum → QuickSight

Infrastructure as Code & Automation

AWS CDK

Define cloud infrastructure in TypeScript, Python, or Go with reusable constructs. L3 patterns for complex architectures.

// EKS Cluster with CDK
const cluster = new eks.Cluster(this,
  'ProdCluster', {
    version: eks.KubernetesVersion.V1_29,
    defaultCapacity: 0,
  });

AWS CloudFormation

Stack sets for multi-account deployments, nested stacks for modularity, and drift detection for compliance.

  • • StackSets for Organization-wide deploy
  • • Custom resources with Lambda
  • • Change sets for safe updates
  • • Resource import capabilities

Terraform on AWS

Multi-cloud IaC with state management in S3 + DynamoDB. Custom providers and module registries.

  • • S3 backend with state locking
  • • Workspace-per-environment patterns
  • • Terragrunt for DRY configurations
  • • Policy-as-code with Sentinel/OPA

Multi-Cloud Capabilities

While AWS is our primary expertise, we also support Azure and GCP for organizations with multi-cloud requirements.

Azure

GCP

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