RMML is formed by a group of fifty entrepreneurs of Peddaramcherla Village of Jangaon Mandal in Warangal District in the year 1995 and Registered in 1998 under the APMACS Act, 1995.

RMML is engaged in Thrift and credit related activities among members to achieve the organizational objective of women empowerment. Apart from these RMML also works for Health Education, Gender sensitization, Fertilizer Distribution, Distribution of Sewing Machine & Gas for women development and Family Financial Planning Programme.
RMML is currently working in Jangaon, Jangaon District and Bhongiri Revenue Division in Nalgonda District, the organization has grown in phases in Jangaon, Raghunathapalli, Singarajupalli, Aler and Tarigoppula.