This research investigation aims to explore the relationship between Body Mass Index (BMI) and various parameters related to sperm quality, including sperm characteristics, hormonal profiles, and sperm DNA integrity. The study seeks to elucidate potential correlations between BMI and male reproductive health parameters, shedding light on the impact of obesity on sperm quality and fertility. Through comprehensive analysis and statistical modeling, the research aims to provide valuable insights into the interplay between BMI and sperm health, contributing to our understanding of male infertility and informing potential interventions or lifestyle modifications to improve reproductive outcomes.