My scientific pursuits focus on harnessing the vast information contained in large-scale omics datasets to deepen our understanding of the mutagenic and non-mutagenic processes that drive cancer initiation and progression. I aim to leverage this knowledge to identify novel cancer prevention strategies and to engineer innovative approaches for targeted treatment. Additionally, I am passionate about developing next generation of artificial intelligence (AI) approaches to address inequalities in precancer interception, cancer diagnosis, and cancer care.