This paper presents the design of a nonlinear teleoperation system which is comprised of a single master and multiple slave (SM/MS) units. The interaction between these units follows the extended state convergence architecture which allows multiple linear master units to influence multiple linear slave units. However, in this study, the nonlinear dynamics of the master and slave units is considered and the resulting nonlinear teleoperation system is analyzed in the presence of time delays. To be specific, the following objectives are defined: (i) the nonlinear teleoperation remains stable in the presence of time varying delays, (ii) the slave units follow the position commands of the master unit and (iii) the operator receives a force feedback proportional to the interaction forces of the slaves with their environments. Towards this end, Lyapunov-Krasovskii theory is utilized which provides guidelines to select the control gains of the extended state convergence architecture such that the aforementioned objectives are achieved. The efficacy of the proposed scheme is finally verified through simulations in MATLAB/Simulink environment by considering a two degrees-of-freedom (DoF) singlemaster/tri-slave nonlinear teleoperation system.