Researchers have studied probiotic-containing dressings to tackle burn injury concerns like infection and microbial resistance. The current study looked into the effects of novel probiotic-loaded microparticles with in situ gelling properties on infectious burn wounds. Lactiplantibacillus plantarum was chosen as a strain with proven wound-healing properties. Then, a formulation was developed to stabilize and maintain probiotic growth potential. To avoid shedding from wounds, only polymers with rapid moisture absorption were employed. The spray-drying method stabilized the formulation by reducing its water content. The optimal formulation was determined by studying how spray-drying inlet temperature, polymer type, and concentration affected probiotic viability, process yield, swelling ratio, and rheological properties of the particles. The morphological analyses revealed particles with substantial exchangeable surface areas. The formulation's rheological characteristics indicated its thermal and mechanical resistance. Also, the FTIR and DCS spectra proved interlinking between polymers. A comparison of the growth curves of formulated and unformulated probiotics demonstrated an increase in lag time and a steady growth rate. Examination of the formula's efficacy against common wound pathogens confirmed its antibacterial properties. Animal experiments revealed that the optimal microparticles for all criteria outperformed the control groups and were more effective against Pseudomonas aeruginosa. Burn wound infection management would be enhanced by the proposed delivery system's simple administration and prohibition of normal flora transmission.