Software Quality is a major concern in software engineering development in order to be competitive. Such a quality can be achieved by a possible technique called Refactoring where the systems external behavior of the system is not changed. Initially we present our work by analyzing the case studies of ongoing researches of DMARF and GIPSY by understanding their needs and requirements involving the major components in their respective systems. Later sections illustrate the conceptual architecture of these case studies, for this we have referenced the original architecture to draw the important candidate concepts presented in the system, and analyzing their associations with other concepts in the system and then compared this conceptual architecture with the original architectures. Later the document throws light on identifying the code smells exist in the architectures to find them and resolve to minimize the deeper problems. JDeodorant, SonarQube are the tools which we go across for identification and analyzing the source code quality, both these tools are available as an IDE plugin or as an open source platforms. Next is to identify the design patterns exist in the architectures along with their importance and need for existence in respective systems. Finally, the implication is towards introducing refactoring methods onto the smells which have been identified and possibly refactor them accordingly by applying appropriate refactoring methods and showcasing the respective tests to ensure that changes in the architecture does not change the behavior much.