That was true for me. It was one of the first remedy tricks that I tried. Shaving created irritation and bumps that encouraged more sweating.
And yes, without the hair to absorb the sweat, my axillary hyperhidrosis was more noticeable.
The trick for me though came with exfoliation of the underarms.