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Aymen Mastouri

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Aymen Mastouri
Author
Aymen Mastouri
Lead Solution Architect with 10+ years in enterprise IT. Currently driving AI adoption — RAG pipelines, LLM integration, SDLC automation. Building sovereign AI platforms on self-hosted Kubernetes with full GitOps and observability.
Table of Contents

SDLC Pilot
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AI-powered SDLC automation platform. Analyzes codebases, generates architecture docs (C4/Arc42), plans development work. 9-phase pipeline with evidence-first RAG, template-first document generation, and LLM quality gates. 745+ tests. Reduced analysis efforts by ~30%.

AI Python FastAPI RAG Qdrant LangChain

Live Demo GitHub

AI Lab Platform
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Self-hosted sovereign AI platform on k3s. 13 HTTPS endpoints, GitOps with ArgoCD App-of-Apps, Authentik SSO, Ollama LLM runtime, LiteLLM proxy, Qdrant vector DB, Langfuse tracing, MLflow experiments, full Prometheus/Grafana/Loki observability stack.

Kubernetes GitOps ArgoCD Ollama LiteLLM Qdrant Langfuse MLflow Prometheus Grafana Authentik

Live Portal GitHub

Portfolio
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This site. Built with Hugo + Blowfish theme, multi-stage Docker build, deployed on k3s via GitOps. Automated CI/CD with GitHub Actions pushing to GHCR.

Hugo Blowfish Docker GitHub Actions k3s

GitHub