Amy Wang

Implemented key features in internal modeling application that streamlines molecule developability assessment by enabling over 50 users to launch computational modeling workflows and interpret model predictions through an intuitive interface Skills: Python · JavaScript · SQL · React.js · Software De...

• Built a custom Benchling-integrated tool in internal web application • Designed and developed workflow that automates assay data aggregation, post-processing, and result storing using Benchling API’s, enhancing data integrity by automating a previously manual and fragmented process for users Skill...

• Optimized machine learning models to predict physical degradation behavior from molecular biophysical properties, achieving Pearson R2 of 94% • Enhanced mechanistic understanding of the impact of molecular biophysical properties on long-term stability using kinetic models and statistical correlati...

• Developed novel in-silico surface hydrophobicity and electrostatics calculation tools for accurate antibody-drug conjugate developability assessment, enabling a previously unfeasible task in existing antibody-only workflow • Automated, optimized, and integrated tools into existing modeling pipeli...

• Assessed impact on cell titer by knocking out 6 target host cell proteins using CRISPR/Cas9 gene editing techniques • Proactively developed Python scripts to address pain points in experiment data processing, accelerating by 90%