At MENADevs, I design and build production multi-agent systems with LangGraph, handling agent orchestration and tool and API integration. I built Policy Navigator, a multi-agent RAG system that answers regulatory questions from CFR sections and live Federal Register data.
I also develop RAG pipelines for varied document and data sources, and ship Dockerized agents through GitHub Actions CI/CD with automated evaluations. My work includes authoring evaluation tasks and writing and grading code as RLHF data.
I built Majra, a production WhatsApp AI agent suite for dental clinics, with workflows for patient inquiries and follow-up. I also developed bilingual Arabic and English RAG projects, including Almamlaka Docs Assistant, which provides cited answers grounded in uploaded files.
