In today's cutthroat hiring environment, placement success is strongly impacted by presentation, accuracy, and speed. Even though sourcing and screening are frequently given the greatest emphasis, manual CV formatting is a significant bottleneck that subtly lowers productivity across recruitment teams. Restructuring resumes to conform to client specifications, eliminate sensitive material, standardise layouts, and guarantee compliance often takes hours for recruiters. In addi