Worked on the openvinotoolkit/openvino repository with a focus on enhancing numerical correctness and core stability for low-precision floating-point types. Addressed a bug in the is_bounded property, ensuring that types such as bfloat16, float16, and various float8 and float4 formats accurately reflect their finite value sets. Applied C++ development skills and expertise in numerical computing to align type behavior with std::numeric_limits guidance, improving type safety and reducing the risk of downstream errors in machine learning workloads. Prioritized repository stability and consistency, delivering targeted improvements without introducing new user-facing features during this period of focused maintenance.