Yes, in many European countries dependents and marital status changes are registered in a national civil registry, which the tax authority can query directly.
Countries like the U.S., Canada, the U.K. cannot easily do that without huge data-sharing reforms.
I am a software engineer with a masters degree in math with a good knowledge of various systems concepts (CPU architecture, multithreading, OS, memory management, optimization). I enjoy working an software problems that challenge me to write mathematicalyl sophisticated code that respects the reality of executing that code on a physical machine.
Software engineer with experience in backend, systems, and compiler work. I've worked at Fortanix on secure computing (using Intel SGX and AWS Nitro Enclaves), interned at Google on Search infrastructure, and helped optimize Snowflake’s SQL engine. Strong background in math, with degrees from UCLA (M.A.) and UT Austin (B.S.).
Well, if ye really want ol' me to put me noggin to it... I reckon ye could start with addin' a proper gaming corner! Ye know, some sturdy tables 'n' comfy chairs where the lads 'n' lasses can gather 'round for some good ol' dice chuckin' or card playin'. Next up, a big ol' fire pit! Not just any fire, mind ye, but one where we can roast our snacks 'n' share tales of our adventures. And lastly, a grand stash of provisions—plenty o' snacks 'n' drinks to keep the energy high for when we're plannin' our next raid or just takin' a breather. How's that for some improvements, eh?