Data Engineering & Warehousing

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⚙ Foundation Services

• Landing-Zone Design – multi-account guard-rails, identity federation, network hubs.

• Automated IaC – Terraform, CDK, Ansible pipelines with policy-as-code gates.

• DevSecOps Toolchain – GitOps, container registries, vulnerability scans, SCA.

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🌐 Migration & Modernisation

• Re-platform on Kubernetes / serverless.

• Database moves: Oracle → Aurora, on-prem Hadoop → S3 + Iceberg.

• Cut-over playbooks with rollback and performance baselines.

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📊 Data & AI Platform

• Streaming (Kafka/MSK, Kinesis), lake-house (Iceberg, Glue/Athena), dbt.

• LLM / multimodal agent layer with our Model-Context Protocol (MCP) for safe, audited calls.

• Self-service BI on Superset, Looker or QuickSight.

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🔐 Security & Compliance

• Zero-Trust design, OPA/Gatekeeper, IAM least-privilege.

• Continuous compliance packs (SOC 2, ISO 27001, HIPAA).

• 24×7 managed detection & response with GuardDuty, Sentinel or Elastic SIEM.

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🤖 Industry Accelerators

• EPC / Construction: WhatsApp DPR capture, asset-tracking, safety CV models.

• FinTech: PII tokenisation vault, real-time AML streaming checks.

• Healthcare: HL7/FHIR ingestion, PHI redaction, Gen-AI discharge summary bots.

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