This study will assess the utilisation of Bamboo (a Thai vernacular material) in the construction industry. Bamboo is a sustainable and environmentally friendly material which provides a suitable alternative to traditional construction materials. This research will examine its mechanical strength properties as determined by a review of the existing literature and an examination of the bearing area variations of bamboo nodes. The research data and ensuing experiments facilitated the simulation of the load-bearing capacities of bamboo columnar and beam structures via optimisation. Additionally, this study examined the limitations of bamboo-based structures. The assimilation of mechanical property data and bamboo strength was imperative for the production of load-bearing simulations for bamboo columns and beams within ANSYS software. In many countries, bamboo is a commonly employed construction material because of the many benefits it provides such as its rapid growth speed. The compressive strength tests conducted in this study revealed that the middle nodes could withstand up to 64.9 kN, which was the highest value amongs the three samples tested. These findings will contribute to ongoing optimisation and research regarding the damage mechanisms affecting column and beam structures under load. Notably, this damage was prevalent at the junctures of column and beam interfaces. The intention is to conduct additional research that will enhance the current understanding and ensure the sustainability of bamboo as an architectural building material.