BQ323636.1 (BQ) is a splice variant of NCOR2. Its overexpression is associated with endocrine therapy and chemoresistance in estrogen receptor-positive (ER+ve) breast cancer. This study investigates how BQ overexpression drives doxorubicin (DOX) resistance by enhancing androgen receptor (AR) signaling and non-homologous end joining (NHEJ). BQ overexpressed breast cancer cell lines (MCF-7, T-47D, BT-549, MDA-MB-453), showed increased AR activity (ARE-luciferase assay) and demonstrated DOX resistance (EC50 > 10-fold with DHT, p < 0.05), as assessed via cell viability, TUNEL, and comet assays. RNA-sequencing (GSE295979, GSE2048) revealed the involvement of AR signaling. BQ upregulated cell cycle-related kinase (CCRK), stabilizing KU70, a key NHEJ protein, resulting in enhanced NHEJ activity (EJ5-GFP assay, p < 0.01). Co-immunoprecipitation confirmed the interaction between CCRK and KU70, and CCRK was found to modulate the protein stability of KU70. AR inhibition with bicalutamide in BQ overexpressing cells reversed DOX resistance. Xenograft models validated AR-dependent DOX resistance. In ER+ve breast cancer patient samples, high CCRK expression correlated with DOX resistance (p = 0.002) and metastasis (p = 0.001). Kaplan-Meier analysis showed poorer overall survival (p < 0.001) and disease-specific survival (p < 0.001) in cancers with high CCRK. Cox-regression analysis showed that high CCRK was a poorer prognostic factor of overall survival (p < 0.001; RR 3.056, 95% CI 1.661, 5.621, AR (p < 0.001; RR 3.420, 95% CI 1.783, 6.562), and disease-specific survival (p < 0.001; RR 2.731, 95% CI 1.472, 5.067). The BQ-AR-CCRK-KU70 axis represents a novel mechanism of DOX resistance in ER+ve breast cancer, suggesting AR or CCRK inhibition as a potential therapeutic strategy.