I turn complex data into intelligent products.

I work at the intersection of AI engineering, data systems, applied ML and product. I write the ontology, the pipeline and the evaluation myself, and I work directly with the people who will act on the output — commercial teams, market access, operations, planners.

Over eight years I have taken systems from ambiguous problems to production across pharma, healthcare claims, retail, e-commerce logistics and energy: an enterprise knowledge graph over 20+ systems, a Graph-RAG assistant, demand forecasting at 4,000+ SKUs × 33 stores, routing for a 300-vehicle fleet, and an agentic platform that generates applications from a screenshot.

I am most interested in where structured knowledge, machine learning and generative AI meet — knowledge graphs, Graph-RAG, agentic architectures under deterministic verifiers, and multimodal and geospatial intelligence. I hold an MS in Business Analytics and Information Management from Purdue University, and I am based in Dubai, UAE.