Pseudomonas and other environmental microorganisms have been proven capable of synthesizing siderophores, which are instrumental in the removal of iron and other metal ions from a variety of waste materials. We have elucidated the molecular mechanisms by which the BfmRS two-component system (TCS) mediates environmental stress signals to regulate siderophore production in Pseudomonas aeruginosa. In this study, we further confirm the pivotal role of the BfmRS system in bacterial iron metabolism, demonstrating its regulatory influence on key genes involved in siderophore synthesis. Moreover, overexpression of BfmR led to a marked increase in mRNA levels of siderophore-related genes, with a 2.4- to 6.7-fold elevation, which in turn significantly enhanced siderophore production and consequently improved iron utilization efficiency when compared to the wild type (WT). The heightened efficiency of the genetically modified strain to extract iron from coal fly ash (CFA) suggests the feasibility of engineered bacterial system in bioremediation. This work not only validate the intricate TCSs involved in siderophore regulation within P. aeruginosa, but also provides a compelling strategy in heavy metal recovery and hazardous waste detoxification.