This study investigates the enhancement of Mahanadi river sand using Microbial Induced Calcite Precipitation (MICP) optimized through Response Surface Methodology (RSM). The effects of varying bacterial concentrations (10³ to 108 CFU/ml), cementation solution concentrations (0.25 M to 2 M), pH (5–9), temperature (10 °C–50 °C), and curing duration (7, 14, 28 days) were systematically analyzed for improvements in California Bearing Ratio (CBR) and permeability. A total of 42 CBR and 78 permeability tests were performed, and the optimal condition was found at 108 CFU/ml bacterial solution with 2 M cementation solution, achieving a maximum CBR of 20.89% after 28 days over three times the untreated value and a 75% reduction in permeability (from 3.8 mm/min to 0.96 mm/min) after 14 days. Temperature around 30-35°C and pH of 7-7.5 yielded the highest calcite precipitation. SEM and XRD analysis confirmed enhanced interparticle bonding due to CaCO3crystallization and precipitated calcite as dominant mineral phase contributing major strength gain.. The RSM-based models demonstrated high predictive accuracy with R2 values of 93.08% for CBR and 94.74% for permeability, validated through lack-of-fit and ANOVA analysis.