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mussarri/README.md

Hi there 👋

Mustafa — Senior System Architect & AI Engineer | Fractional CTO

I build zero-downtime, distributed, and highly secure infrastructure for enterprise AI and SaaS platforms.

My work sits where product urgency meets operational risk: high-throughput backends, AI/RAG systems, cloud-native platforms, and engineering operating models that can survive real production load.

What I Solve

Problem area Outcomes I optimize for
High-throughput ingestion Backpressure, idempotency, replay safety, queue isolation, predictable latency
Legacy modernization Incremental migrations, strangler patterns, API boundaries, zero-downtime rollouts
AI system reliability RAG pipelines, semantic caching, fallback routing, evaluation loops, cost controls
Platform engineering Kubernetes delivery, observability, CI/CD, security posture, incident readiness

Roles

  • Fractional CTO for early and growth-stage product teams
  • Cloud-Native Systems Architect for distributed backend and platform work
  • DevSecOps Engineer for production hardening, delivery automation, and observability
  • AI Infrastructure Engineer for RAG, semantic search, model routing, and token-cost optimization

Current Focus

  • Production-grade TypeScript/NestJS architectures with strong domain boundaries
  • Event-driven systems using PostgreSQL, Redis, BullMQ, Kafka, and NATS-style messaging
  • Reliable AI pipelines with vector search, semantic caching, evaluations, and fallback paths
  • Infrastructure that makes latency, failure modes, and cost visible before they become incidents

Selected Engineering Standards

  • Architecture decisions documented before abstractions harden
  • Tests focused on contracts, failure modes, and business-critical flows
  • Observability built around P95/P99 latency, error budgets, queue depth, and saturation
  • Security treated as a design constraint: least privilege, secrets hygiene, audit trails
  • Delivery process based on small PRs, conventional commits, CI, and production-minded reviews

Engagement Fit

I am a fit when the work needs more than feature delivery:

  • You are shipping an AI or SaaS platform where reliability affects revenue or trust.
  • Your system is growing past the point where ad hoc backend decisions still work.
  • You need a technical partner who can design, implement, and explain the tradeoffs.
  • You want production architecture, not a demo that collapses under real users.

Contact

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