Skills:
Analytical Techniques: Pathway Analysis (GeneGo, DAVID), High-Content Data Analysis (KS Test, Curve Fitting), Multivariate Analysis (PCA, Feature Selection), Machine Learning (Hierarchical Clustering, Elastic Net Regression, k-means Clustering, Affinity Propagation, Decision Tree Analysis, Pattern Matching), Bioinformatics (Transcription Factor Binding Site Enrichment Analysis, cDNA Microarray Analysis), Cheminformatics (Compound Library Matching, Compound Clustering), Systems Biology (Mathematical Modeling, Sensitivity Analysis), Molecular Biology (qRT-PCR, CHIP, cDNA microarray) Programming Languages: R and Bioconductor (fluent), MATLAB (fluent), Pipeline Pilot and PilotScript (fluent), Perl (intermediate), Sun Grid Engine (intermediate), Unix Shell Script (intermediate)