This is a single arm, proof of concept phase II clinical trial to evaluate the combination of Pembrolizumab and Carboplatin plus Paclitaxel in patients with localized TNBC (tumor size ≥ 10 mm and ≤ 20 mm by mammogram and/or ultrasound, and/or ≥ 10 mm and ≤ 25 mm by breast MRI if performed within 2 weeks after biopsy, considering possible tissue inflammation post-procedure, as per local assessment), node-negative status (by clinical exam and local radiological evaluation) and who have not previously received chemotherapy, targeted therapy, and/or radiotherapy for invasive breast cancer.