Population expansion is driving up the prerequisite demand for rice farming, although productivity is steadily falling. Plant growth hormones in excess can cause somaclonal variations and impede the ability of regeneration in tissue culture systems. The two main objectives of the current project were to determine the ideal dosage of plant growth hormones for the in vitro regeneration of the aromatic rice katarivogh (Oryza sativa L.) and to identify the times at which somaclonal variation occurred in the transformed plantlets. Mature seedlings were employed as the initial substance for callus induction, with various concentrations of 2,4-D and NAA. The callus induction probability was approximately 93% on the MS medium including 2,4-D (2.0 mg L-1) and NAA (0.5 mg L-1) after six weeks of treatment. Several concentrations of BAP and Kn were employed to induce embryogenic calli to promote regeneration. The results revealed that within four weeks, the highest regeneration frequency (98%) was attained on the half-strength hormone-free MS medium incorporating BAP (3.0 mg L-1) and Kn (1.0 mg L-1), and the produced shoots were effectively rooted in this medium. Two weeks later, the container harboring the healthy and vigorous plantlets was refilled with soil, coco dust, and vermicompost to allow for acclimatization. The plantlets were assessed for a positive response to regeneration once they adequately appeared and were given time to harden. This developed a sizable number of shoots that could potentially be employed for upcoming genetic investigations.