The present invention relates to highly porous, amorphous, fast disintegrating/ dissolving compositions achieved by lyophilizing, comprising tamarind seed polysaccharide as the matrix forming agent along with other excipients to achieve a faster disintegration/dissolution. It further relates to a process of preparation process of aforesaid highly porous, amorphous, and rapidly disintegrating/dissolution composition.