Projects

Cross‑Domain Multimodal Contrastive Learning for RNA–Ligand Binding Affinity
Cross‑Domain Multimodal Contrastive Learning for …

Built a CLIP‑style framework integrating RNA sequence, ligand SMILES (RiNALMo, SMI‑TED), and 3D …

Generative Protein Design
Generative Protein Design

Explored RFdiffusion for backbone generation, AlphaFold for structure prediction, and ProteinMPNN …

RNA‑targeted Virtual Screening & Docking
RNA‑targeted Virtual Screening & Docking

Scaled RNAmigos screening to ~10M molecules across 3 RNAs, evaluated with AutoDock Vina, and …