Hollow fiber membrane bioreactors exhibit widespread adoption in various industrial applications due to their exceptional performance characteristics. These systems optimally facilitate a range of biological processes, including product synthesis, by providing a porous membrane interface for mass transfer. The hollow fiber configuration allows for