Nowadays, there is an ever-increasing demand for lightweight, robust, and low-cost materials. The desire for increasingly exotic and superior materials has become unavoidable as science progresses. The manufacturing industry is looking for more complex geometries. For example, composite materials are a sort of innovative material that blends the properties of its constituent materials. One of the most extensively used composite materials is metal matrix composites. Aluminium matrix composites are lightweight, high-performance structural and functional materials used in a variety of industries, including defense, aerospace, automotive, heating systems, and sports and entertainment. It is really good for the environment to use by-products from agricultural sectors, such as rice husk, as reinforcement with MMCs. The purpose of this research is to use powder metallurgy technology to build an aluminum-based composite with rice husk ash (RHA) and evaluate how its properties may be enhanced. Whereas metal casting can be used to fabricate composites, powder metallurgy is more cost-effective because it allows for the production of parts that are closer to net shape, and castings cool slowly from the liquid state, causing workability concerns as well as other restrictions such as segregation limitations. Good microstructure in the finished product is possible to obtain as powder particles are small and homogenous, resulting in improved mechanical properties. The experiment was conducted using an L27 orthogonal array with four different input parameters from prior studies: composition (wt.% of RHA), compaction pressure (CP), sintering temperatures (STE), and sintering time (ST). On the aluminium based composite, several mechanical tests, such as density and hardness, as well as tribological testing, such as the wear test, were conducted, with each test yielding noteworthy results. To satisfy the industry's needs, a comparison study was conducted.