Worked on enhancing the Flights Ontology Constraints verbalization within the apache/ossie repository, focusing on improving the clarity and expressiveness of flight-related constraint descriptions. Applied data modeling and ontology engineering skills to refine verbalizations, introduce new concepts and relationships, and map boolean values to unary relationships for greater modeling flexibility. Addressed reviewer feedback by clarifying hyphen usage and improving the readability of verbalization strings. Leveraged YAML to structure and document these enhancements, resulting in more maintainable and accessible ontology constraints. The work enabled faster verification and onboarding for modelers by making constraint descriptions easier to understand and verify.