Optical transceivers are essential parts in current data setups, allowing the transfer of information over optical cables. These devices essentially convert electrical signals into optical light for propagation and vice-versa, fulfilling a key role in high-speed network connectivity. Different varieties of converters, such as SFP+, QSFP28, and CXP,