Ayyoub Bouras
Ontologist @Amazon
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WORK HISTORY
Ontologist @Amazon
Munich, DE
Contribute to the development and evaluation of ontology-driven systems supporting large-scale product knowledge modeling- Design and implement validation workflows to improve the quality and consistency of schemas used in product data models- Support the development of LLM-powered tools and AI agents that assist in schema creation, validation, and request triage- Analyze limitations of automated schema generation systems and propose improvements to enhance scalability, accuracy, and governance of product knowledge structures
EDUCATION
Ecole Nationale Supérieure d'Informatique et d'Analyse des Systèmes - ENSIAS
Master's degree, Data Science & Big Data
Université Moulay Ismail Meknès
Bachelor's degree, Computer Science
ABOUT AYYOUB BOURAS
I’m an Ontologist and Knowledge Graph Engineer passionate about building systems that help machines understand complex information. My work focuses on structuring knowledge so it can power AI applications, automation, and better decision-making.At Amazon, I work on product knowledge ontologies and schema automation, developing validation workflows and LLM-assisted tools that improve how structured knowledge is created and maintained at scale.My background combines knowledge graphs, semantic modeling, and applied AI. I enjoy turning messy data into structured knowledge systems and exploring how these systems can work together with large language models.Lately, I’ve been especially passionate about AI agent system design building architectures where agents, tools, and knowledge graphs interact to solve real problems.Always happy to connect and discuss knowledge graphs, AI agents, semantic technologies, and the future of intelligent systems.
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