AWS data engineering, analytics and cloud optimization

Build dependable data systems on AWS.

V3rim helps data-intensive companies in Turkey and Europe improve ingestion, analytics, governance, AI and inference data paths, AWS cost efficiency and infrastructure automation.

Founder-led engineering. Normally responds within one business day.

V3RIM / SYSTEM VIEWEvidence online
TECH INSPECTOR01 / VERIFY
Evidence→Findings→Confidence
AWS02 / BUILD
Architecture→Reliability→Scale
DATA03 / TRUST
Sources→Platform→Decisions
Recovery capability not verifiedEvidence exists. Restore test is missing.
Action required

Public client reference

Muhiku
Focused engineering services

Make data dependable. Control AWS cost. Automate the foundation.

Each engagement starts with the system in front of us—not a pre-packaged methodology.

02 / OPTIMIZE

AWS that is simpler to operate and easier to control.

Architecture, migration, reliability, automation, security, infrastructure as code and cost optimization.

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CloudFront / WAF
Application
ECS / Lambda
EventBridge
RDS / S3
Workers
Observability
CloudWatch
Infrastructure
Terraform
03 / VERIFY

Know what was actually delivered.

Independent technical verification for outsourced software projects, milestone acceptance, handovers and production readiness.

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AWS data platform scope

Improve the path from source to decision.

Start with one constrained problem or connect the full platform when the dependencies are clear.

01

Ingestion

Batch, change-data-capture, event and API paths into AWS.

02

Platform

Lake, warehouse and lakehouse foundations designed for operability.

03

Governance

Catalog, lineage, quality and access patterns that make data understandable.

04

Analytics

Curated datasets and data paths for reporting and operational decisions.

05

AI data paths

Reliable inputs and inference flows without overstating model outcomes.

06

Cost and automation

Cost visibility, workload optimization and Terraform-based delivery.

Selected work

Public experience, stated without theatre.

Only public, verified engagement areas are shown. Detailed outcomes require client approval.

How we engage

Senior engineering from first question to verified outcome.

  1. Understand

    We understand the actual problem first.

  2. Inspect / Design

    We establish facts and design the approach.

  3. Build

    The agreed solution is implemented with explicit ownership.

  4. Verify

    We test what matters.

  5. Improve

    We measure, document and optimize.

Have a system you don't fully trust yet?

Start with a technical conversation. We will help you establish the facts and decide what to do next.