The boom in genomics data generation presents both unprecedented opportunities and significant challenges. Established analysis methods often struggle to keep pace, leading to bottlenecks in downstream applications such as illness diagnosis, drug discovery, and personalized medicine. To address this pressing need, a novel framework is required to o