I'm Abed, a senior backend developer at Ogilvy who spends most of my time building production AI systems. RAG pipelines, agentic architectures, and the decisions that separate a working demo from something you can actually ship and maintain.
I speak at events regularly, and I like building AI systems and features in the open. I try tools and models across the AI ecosystem rather than sticking to one vendor. Lately my focus has been local and agentic RAG setups, and figuring out how to integrate them with cloud infrastructure to get the most out of both. This blog is where I write those systems and talks up in more depth than a slide deck or a stage allows. If you're working on RAG or agentic systems and want to compare notes, get in touch.