I speak about what happens after the AI demo works.

Omar Trkzi is a Morocco-based software and AI engineer who builds dependable digital products. His public work explores AI evaluation, observability, product engineering, GIS, and production web software. He speaks from implementation experience, turning quiet failure modes into practical techniques engineers and technical leaders can apply immediately at their events.

Omar Trkzi is a Morocco-based software and AI engineer focused on dependable products and the engineering work that begins after an AI demo succeeds. Across teams ranging from Oracle to startups, he has worked at the intersection of customer experience, business constraints, and technical delivery. His public projects explore AI evaluation, observability, GIS performance, and production web software. On stage, Omar uses concrete implementations such as CIBI and reproducible teaching systems to show how healthy AI workflows can still fail. His talks give engineers and technical leaders practical ways to design failure cases, inspect decisions, and evaluate outputs with confidence.

Omar Trkzi is a software and AI engineer based in Morocco. He enjoys the full software delivery lifecycle: shaping a useful product, finding the technical seams that matter, and making the result understandable to the people who will operate it. His experience spans Oracle and product teams across the Middle East, Europe, and Canada. Publicly, Omar builds and writes about dependable AI systems, product engineering, GIS, observability, and production web software. His speaking turns those implementation lessons into practical sessions for engineers and technical leads, especially the quiet failure modes that appear after an AI demo looks successful. One available talk uses CIBI’s real LangSmith instrumentation alongside a separate, executable multi-agent teaching system to explain reproducible failure design, trace interpretation, and the limits of LLM-as-judge evaluation. Away from software, he enjoys calisthenics, running, weightlifting, and martial arts.