Acelot is a drug discovery company that leverages deep learning, graph mining, and network science to identify novel therapeutic candidates. The company focuses on data-centric modeling of biological systems to accelerate the development of new treatments. It was founded by Dr. Ambuj Singh, a distinguished professor at UC Santa Barbara.