Breast cancer stem cells are well known to resist the traditional methods like chemo and radio therapy. Aldehyde dehydrogenase 1 (ALDHIA1) and glycogen synthase kinase-3 β (GSK-3β) are the two selected proteins for study, due to their overexpression and upregulation in breast cancer cells. Curcumin, the yellow pigment of the spice turmeric, is widely reported as an antioxidant and acts as a synergist along with traditional drugs. Under hypoxic conditions, it gets converted to free radical which causes apoptosis. Three naturally occurring curcuminoids, i.e. curcumin, demethoxycurcumin, and bisdemethoxycurcumin along with five derivatives/analogues of curcumin, viz. 4,4'-di-O-(carboxy-methyl)-curcumin, 4-O-(2-hydroxyethyl)curcumin, 4,4'-di-O-allyl-curcumin, 4,4'-di-O-(acetyl)-curcumin, and 3,3'-bisdemethylcurcumin were synthesized and evaluated for their anti-breast cancer potential by docking simulation and assessment of their antioxidant character, studied via 2, 2'-azinobis-(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS(·+)) radical cation scavenging assay, 2,2-diphenyl-1-picrylhydrazyl (DPPH·) radical, and ferric reducing ability potential (FRAP) assay. A co-relation between structure and activity of curcuminoids/its analogues and derivatives has been worked out.