I split my work between consulting and academia as AI Engineering Lead at EDT&Partners, Lecturer at the American University of Beirut, and Expert Contributor at O’Reilly and Packt.
I use SLOPACLYPSE as shorthand for the flood of mediocre AI output, recycled takes, shallow automation, and nonsense dressed up as innovation. My work pushes the other way: clear evaluation, grounded engineering, useful systems, and AI that earns its place in the workflow.
Know me better
- Experience: consulting, teaching, product delivery, and AI leadership work.
- Research: graph-based AI, LLM reasoning, agentic systems, and efficient model behavior.
- Teaching: university courses, online programs, and technical AI workshops.
What I do
I usually work with teams after the hype deck is over and the real questions start: what is worth building, what will fail in production, how should we evaluate it, and what plan can actually survive delivery. That work often includes scoping, architecture, evaluation design, and independent review so teams can ship substance instead of slop.
Focus areas
- AI strategy, scoping, and technical due diligence
- AI system design, agentic workflows, and evaluation
- MLOps, LLMOps, and production reliability
- Teaching, workshops, and technical AI education