My work explores computational methods for scientific and financial problems, with an emphasis on single-cell multi-omics, scalable algorithms, AI security, and reproducible experimentation.
Models transcriptional lag between chromatin accessibility (scATAC-seq) and mRNA expression (scRNA-seq) via delay-aware Neural ODEs to reconstruct directed, time-varying gene regulatory networks.
Retrieval-augmented generation (RAG) engine matching structured patient phenotypes and molecular biomarkers against clinical trial eligibility criteria.
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