IBD PathwaysAbout
I'm an AI/ML scientist with an extensive background in drug discovery and materials engineering. I specialize in developing AI/ML workflows that integrate enterprise systems with cloud computing platforms like AWS.
I'm currently focused on applying cheminformatics as a part of collaborative drug discovery. In my free time I work with others to develop better educational resources for patients with Inflammatory Bowel Disease.
Research Interests
Drug Discovery
Applying cheminformatics and machine learning to accelerate the identification and optimization of small-molecule drug candidates.
Materials Engineering
Leveraging computational simulation to design novel materials with targeted properties for energy conversion and storage.
Protein/Peptide Design
Using deep learning and molecular simulation to engineer proteins and peptides with desired structural and functional properties.
Molecular Simulation
Developing and applying quantum-mechanical and coarse-grained simulation methods to understand molecular behavior at scale.