Studying the behavior of osmolyte dipeptide systems with molecular dynamics simulations to understand their stabilizing effects on proteins and designing novel neural networks architectures to predict hydrolysis energy of silicate surfaces

Developed, implemented, and tested machine learning algorithms such as XGBoost, PointNet, and Graph Neural Networks for the analysis of RNA base pairs, improving prediction accuracy on low resolution RNA structures

∙ Designed data visualization tools using HighCharts enabling enhanced decision-making and faster quality assurance∙ Converted legacy jquery code to stimulus js enhancing speed, and code readability∙ Implemented unit and integration tests ensuring the robustness and durability required for health care applications.