Drug target and mechanism discovery
Network systems biology
Prediction for genetic perturbation effect along gene regulatory network
Identification of Tumor Heterogeneity and Cancer Subtypes from genomic aberration analysis
Prediction for Synthetic Lethality (Cell Essentiality)
Functional genomics/high-throughput RNAi screen analysis
Cancer genomics
Development of machine learning, statistical modeling, and analytical pipelines
Simulation and parameter estimation for variant calls in next generation sequencing
Model-based effective variant detection of circulating tumor DNA/cell free DNA
Microarrays, NGS data mining, pathway analysis, data visualization.
Expertise in prototyping with scientific computing/programming (Matlab, R, C++, Perl, etc.)