SHAFI ANWAR

Case File

fictional demo

Nexatel AI Support Agent

Nexatel is a fictional GCC telecom company. This is a self-directed portfolio project demonstrating Solutions Engineering capability end-to-end on AWS Bedrock - not a real client engagement, and not a live production deployment for an actual telecom.

Architecture

A single Bedrock Agent with four IAM-isolated action groups, each backed by its own narrowly-scoped Lambda. Retrieval- augmented generation against real Nexatel documentation. A full production-style edge for observability and cost control.

CloudFront

Public frontend edge

API Gateway + WAF

Rate limiting · API key / usage plan

Guardrails

Content safety · topics · PII

Bedrock Agent

Single agent, orchestration

Knowledge Base

RAG over S3 Vectors

Plan Lookup

action group

Read-only: plan catalog table

Bill Inquiry

action group

Read-only: billing table

Network Status

action group

Read-only: network status table

Escalation

action group

Write-only: can create tickets, cannot read

CloudWatch

Dashboards · alarms · budget alerts

Incident Timeline

The real engineering story.

  1. 01 · INFRASTRUCTURE

    Region sustains verified physical damage

    The originally-selected region, UAE (me-central-1), sustained verified physical infrastructure damage from regional conflict and had its billing suspended - confirmed directly via AWS's own console banner.

  2. 02 · MIGRATION

    Full migration to eu-central-1

    Migrated the entire project to Frankfurt (eu-central-1) - every script, every IAM policy, every Lambda, re-verified one resource at a time.

  3. 03 · PLATFORM GATES

    Two account-verification gates, outside code or architecture

    Hit a Bedrock model-access gate requiring a use-case submission and identity verification, and a CloudFront anti-fraud account-verification gate. Both handled by opening AWS Support cases and documenting the blockers transparently.

  4. 04 · COMPLIANCE

    Caught a false compliance claim, rewrote it honest

    Mid-build, found that the compliance documentation claimed the demo satisfied UAE/GCC data-residency requirements while actually running in Germany. Rewrote the narrative: production target is UAE (me-central-1) for PDPL Article 26, the demo runs in Frankfurt because Bedrock Agents aren't yet available in me-central-1, and the architecture is region-portable by design.

Status Ledger

What's actually live versus what's pending, stated plainly. The knowledge base and the live conversational agent are pending AWS Bedrock model-access approval - everything else below is verified and running.

ResourceStatus
Lambdas (5)live
DynamoDB tables (6)live
API Gateway + WAFlive
CloudFront edgelive
CloudWatch observabilitylive
Knowledge Base ingestionpending
Live conversational agentpending

Demo

Dual-mode dashboard

Switch between configuring the agent against your own content and experiencing it as an end customer would.

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Simulated config preview

Source: Nexatel defaults

simulated
  • · nexatel-plan-catalog.pdf
  • · nexatel-network-sla.pdf

This preview simulates how the agent would be scoped against this content - knowledge base ingestion and the four action groups would attach here once configured.