I actually think within 2 years you're well over 50% likely.
Within the first year you're over 1.5% probability (0.005 * 300 = 1.5) per day.
That means in the second year youd have 365 days with a probability over 1%. According to ChatGPT, cause I didn't feel like doing the math myself, the cumulative odds are over 50% by day 166 (which sounds about right to me), and by day 430 you're basically guaranteed to have won.
The math for any given day is p(win) = 1-prod(1-0.00005n) from n=1->n