Numba is a Just-In-Time Compiler (JIT) to improve the runtime efficiency of Python code and primarily works with Numpy. We implemented several functions of the optimization environment setup and optimization algorithms as standard Numpy and Numba versions to allow for a greater speed-up. BuildAMol also offers parallel computing using Python's built-in multiprocessing library to enhance performance for certain functions.