You can lose weight like this, but it's generally not a great idea to go to real low caloric intake while you're starting to lift, you need that energy to build muscles.
Try to cut sugar from your diet, it's not as hard as you think and it will help your health greatly, even beyond losing weight. If you stress eat, make sure you got nuts or vegetable to snack on.
Also, try to get more of your calories from protein than carbs (I wouldn't go atkins, not a fan a drastic diets, but not eating pastas random breads is a good idea).
But honestly, I think your best bet is to get over the whole "I don't like cardio", yeah, it may not be fun when you start, but trust me, stick with it and you'll learn to love it, maybe not much before you start it, but in the broad sense you will. Just suck it up, it worth it.