Amoolya Singh is chief scientific officer at GRAIL. Trained in computational biology and focused on technology innovation, she is an expert in iterating between theory and experiment, and in quantifying uncertainty and managing technical risk in fast-paced environments using statistical/machine learning and rigorous experimental design.