I developed atom type up to 4-bonds path (fingerprint) to derive partial atomic charge of small molecule. Additionally, using the concept of fingerprint and organic chemistry, I am currently working on organic functional group finding project with PharmCADD. Functional group in organic chemistry plays key role in molecular recognition and other electronic properties.