Hackathons – Dutch Data Science Week
During Dutch Data Science Week, there are several hackathons where data scientists can apply their skills to solve real societal challenges on topics like reducing energy waste, improving healthcare, and enhance city life.
Data Driven Enzyme Design
As our requirements for lower resource use get more demanding, we continuously need to improve our enzymes to make them more stable and effective. At DuPont Industrial Biosciences, we routinely screen thousands of enzymes to obtain models of the relationship between the sequence of amino acid residues that make up the enzyme, its 3D structure, and the observed performance.
In this hackathon, we will provide representative data for our challenge, describe the problem and discuss different approaches of how to employ techniques like deep learning to support enzyme optimization process. Join and help us design the enzymes of tomorrow!