No, I politely disagree. The show specifically made her look beautiful, maximizing the effect with hairdo, makeup and tight costuming. They wanted her to stand out as the 'drop-dead gorgeous scientist' which Eobard falls in love with. Over the past few seasons, the Flash show makes all of its abundant female leads look fantastic, even if most of them are rarely (or never) in costume. It's one of the few things they do consistently right.
If you look at a recent indie film that Kausar Mohammed did - the 'Syed Family Xmas Eve Game Night' - she looks fairly ordinary compared to the two actresses cast as her 'hot sisters'. It really depends on what kind of part she plays.