At Orange Digital Center Egypt, I developed and deployed LLM-based agentic AI agents with tool integration, memory systems, and prompt optimization. I also built task-driven workflows connected to APIs and databases, evaluating their performance, latency, and cost.
In my Inventory Graph AI Agent project, I built a LangGraph pipeline that translates natural-language questions into Cypher for a Neo4j knowledge graph. I implemented a self-correction loop using database feedback, with retry-safety logic to prevent infinite loops.

