# AEFRS Ultimate Defense Slides

## Slide 1 - Problem
Need secure, air-gapped face recognition for enterprise environments.

## Slide 2 - Solution
AEFRS microservice architecture with offline ML lifecycle.

## Slide 3 - Data Pipeline
Ingestion -> preprocessing -> training manifest.

## Slide 4 - Model
IResNet-100 + ArcFace, mixed precision/distributed ready.

## Slide 5 - Inference
RetinaFace alignment + embedding + vector top-k.

## Slide 6 - Infra & Security
Docker/K8s, Prometheus/Grafana, JWT + AES-256 + TLS.

## Slide 7 - Results
Scalable, local-first, production-grade deployment.