Member Directory

I'm Omar, an AI Engineer who builds LLM systems that hold up in production: agents, RAG pipelines, and the evaluation and serving infrastructure behind them. At Penta-b, I build bilingual (Arabic/English) LLM agents that drive an interactive GIS map through natural-language tool-calling. I own the agent's evaluation harness (multi-turn, LLM-as-judge, gated in CI with Langfuse tracing). I cut input

Abdelrahman Abouroumia is a Co-Founder of Zaylon, an AI sales platform for MENA e-commerce that automates WhatsApp, Instagram and Messenger conversations in Egyptian Arabic, Franco-Arabic and English. Based in Alexandria, Egypt, he works as a software engineer and has built open-source projects on GitHub, including a RAG assistant with cross-encoder reranking and a tool that drafts grounded replie