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This research explores Gender-Based Travel Choices for First and last-mile connectivity (FLMC) in Indore, investigating the essence of FLMC, travel behavior nuances, and distinctions between male and female preferences. The study scrutinizes the influence of social demographics on FLMC choices and assesses the impact of travel length, time, and cost on these decisions. A user perception survey is also conducted to capture firsthand insights into commuter preferences. The findings aim to unravel crucial patterns, delineate gender-specific behaviors, and inform recommendations for optimizing FLMC strategies in Indore's transportation system.