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aymenmastouri/README.md

Hi, I'm Aymen

AI Solution Architect | Berlin

Solution Architect with 10+ years of experience in enterprise IT architecture, project delivery, and technical leadership. Currently building AI-powered solutions for software development teams.

What I work with

AI/ML: LiteLLM, RAG, Prompt Engineering, Vector Search (Qdrant), LLM Quality Gates, Pydantic Schema Validation

Languages: Python, Java, TypeScript

Cloud & Infra: Docker, FastAPI, Angular, Qdrant, Prometheus, Grafana

Architecture: C4 Model, Arc42, TOGAF, iSAQB

Featured Project

Project Description
SDLC Pilot AI-powered SDLC automation — analyzes codebases, generates architecture docs (C4/Arc42), plans development work. 9-phase pipeline, 745+ tests, on-premises ready.

Architecture Decisions I Can Talk About

  • Pipeline+LLM over Multi-Agent: Why single LLM calls beat agent loops (0% loops, 2x faster, 3x fewer tokens)
  • Evidence-First RAG: Why LLMs should never guess about code — deterministic facts first, LLM synthesis second
  • Template-First Documents: How to eliminate hallucination with deterministic skeletons + controlled LLM enrichment
  • On-Prem AI: Running LLMs, vector stores, and observability entirely on your infrastructure

Let's connect

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  1. aicodegencrew aicodegencrew Public

    AI-powered SDLC automation platform — from architecture analysis to code generation

    Python