Said Mustafa Said
AI/ML & Cloud Engineer in Berlin, Germany.
What I do
I design and build AI systems end to end, then integrate them into real products — multi-agent RAG, LLM orchestration, ML pipelines and MLOps, and the Kubernetes and AWS infrastructure they run on. Three-plus years of production work, mostly Go, Python and Terraform.
What I build
CONDUCKS — structural intelligence for codebases. Tree-sitter parses the source, DuckDB holds the graph, PageRank ranks it, so "what calls this" and "what breaks if I change it" come from the real call graph instead of from a grep.
myCVpath — an AI-native CV platform. A multi-agent LLM pipeline parses a CV, reads a job posting, scores the fit and tailors the document.
The full project record — thirty-plus AI, cloud and platform builds, each with its architecture diagram.
Name note
Said Mustafa Said is a software engineer based in Berlin, Germany. He is not the same person as Mustafa Said, the Egyptian oud player, singer and musicologist. Different people, similar names, different fields.