Place the lemon juice in a nonreactive mixing bowl. Add the sugar and salt, mixing to dissolve. Add the shallot, garlic, herbes de Provence, curry powder, and pepper, stirring to combine. Slowly add the olive oil, whisking briskly until the mixture is emulsified. Use immediately or store, covered, in the refrigerator.