Investigation into the interactions between drugs and biomolecules can offer a precise understanding of their biological behaviours in vitro and in vivo, providing crucial insights for designing new drugs. Herein, we report the design, synthesis, and characterization of a bicyclic hydrazone derivative, along with its potential as an inhibitor of human neutrophil elastase (HNE), a critical enzyme in the treatment of acute and chronic lung injuries. We present an improved protocol for the synthesis of the compound using N‐amino‐bicyclo[2.2.1]hept‐5‐ene‐2,endo‐3‐endo‐dicarboximide and 4‐(trifluoromethyl)benzaldehyde through a facile, one‐pot, catalyst‐free synthesis in dry ethanol at reflux temperature. Within 12 hours, bicyclic‐hydrazone derivative was obtained with yields of up to 75 % and was characterized using various spectroscopic techniques and computational analyses based on the DFT approach. In silico ADME/T profile of the compound was evaluated and molecular docking simulation was utilized to predict its potential as a HNE inhibitor. The binding energy values of the THI ligand to the chosen PDB ID: 5ABW, 3Q77, and 2RG3 target proteins were determined as −8.41, −7.20, and −7.27 kcal/mol, respectively. In silico analysis findings indicate that the THI compound has promising drug‐likeness properties and has the potential to be evaluated in the development of new HNE inhibitors.