Minimal residual disease at the tumor site after surgical ablation is a major cause for tumor recurrence and metastasis. The tropism of circulating tumor cells towards injured areas increases the risk of tumor recurrence. Recent studies have reported the inability of nanocarriers to penetrate the tumor site owing to short systemic half-life, high hydrostatic pressure, and inability to extravasate the tumor tissue. In this work, we developed simvastatin-loaded polycaprolactone - gelatin core-shell nanoparticles (SNP) for post-surgical management of breast cancer (BC). NP-loaded within the hyaluronic acid solution demonstrated shear thinning behavior (n=0.3089). SNP demonstrated cytotoxic potential in the 2-D cell culture and 3-D tumoroids of MDA-MB-231 cell line in vitro. JC-1 and rhodamine-123 based assays demonstrated the ability of SNP to induce mitochondrial membrane damage. Further, cell cycle analysis revealed that the SNP prevented the progression of cell line from G0/G1 to S-phase. Simvastatin and SNP induced early apoptosis in the MDA-MB-231 cell line. Scratch, invasion, migration, and clonogenic assays demonstrated the ability of SNP to prevent cell invasion and clonal expansion. Immunocytochemistry revealed that both SIM and SNP reduced the expression of anti-apoptotic protein BCL-2 in metastatic cell line. Overall, the developed formulation demonstrates enormous potential for the post-surgery management of BC.