Led the development of drug response prediction models using machine learning approaches and Next Generation Sequencing RNAseq data. Analytically and clinically validated prediction models and data analysis pipelines.

Managed the translational research team to develop novel clinical testing products, supported biopharmateam with new biomarker strategies, developed and maintained data analysis pipelines and translationalresearch databases, worked with KOLs on clinical research and publications.

Provided direction and oversight in the development and validation of Laboratory Information Management System (LIMS) associated with Pharmacogenetics testing in CLIA laboratory.Led the bioinformatics team in the design, development and validation of software tools for Q-PCR, microarray and next generation sequencing (NGS) based molecular diagnostic assays in research and CLIA environment. Supported pharmaceutical service business.

Led the development of prostate cancer outcome prediction biomarker.

Led a small bioinformatics team in oncology database construction, RNA expression based prediction model development and data mining. Developed and manufactured human promoter microarray for DNA methylation and transcription regulation study.