Alzheimer's disease (AD), a progressive neurodegenerative disorder, is characterized by cholinergic dysfunction, necessitating the development of potent cholinesterase inhibitors for therapeutic intervention. In this research, a series of novel 1,2,4-triazole Schiff bases (S1-S8) was successfully synthesized and tested for their cholinesterase inhibitory activities both in vitro and in silico. 4-Hydroxy-3-methoxybenzaldehyde reacted with 4-methylbenzene sulfonyl chloride, then refluxed and recrystallized to form 4-formyl-2-methoxyphenyl 4-methyl benzenesulfonate, which combined with 4-amino-5-alkyl(aryl)-2,4-dihydro-3H-1,2,4-triazol-3-ones in acetic acid to yield Schiff bases. The synthesis yielded high-purity compounds with efficiency ranging from 87.5 % to 99.5 %, confirmed through IR,