William Biggs

William Biggs is a Research Assistant at the Weatherall Institute of Molecular Medicine (WIMM), University of Oxford, working within Aleksandr Sahakyan's research group in the Centre for Computational Biology (CCB). His role focuses on advancing computational methodologies to decode gene regulation mechanisms through sequence-based modeling approaches.

His research spans computational biology and machine learning, with concentrated efforts on understanding sequence-only components of gene regulation dynamics. He investigates how intermediary features enhance model performance using gradient boosting and deep learning techniques, aiming to push the boundaries of predictive accuracy in genomic sequence analysis. This work sits at the critical intersection of artificial intelligence and molecular biology, addressing fundamental questions about how DNA sequences govern cellular functions.

As an integral member of Sahakyan's group at the WIMM, Biggs contributes to a collaborative research environment dedicated to developing innovative computational frameworks for biological discovery. The CCB team leverages cutting-edge machine learning to transform how we interpret genomic data, with implications for understanding genetic diseases and regulatory mechanisms.