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Areas of Expertise
Next-Generation Sequencing (NGS) Data Processing
Develop end-to-end pipelines for RNA-Seq, DNA-Seq, and targeted sequencing to transform raw reads into high-confidence, interpretable biological data.
Genomic Data Analysis and Interpretation
Analyze large-scale genomic datasets to interpret gene regulation, assess variant effects, and uncover clinically meaningful trait associations.
Bioinformatics and Statistical Data Analysis
Apply rigorous statistical methods and bioinformatics tools to generate accurate, reproducible insights from complex omics datasets.
Machine Learning Applications in Computational Biology
Design and deploy ML models for classification, prediction, and dimensionality reduction, adapted to the intricacies of biological data.
GWAS and TWAS Pipeline Development
Build integrative workflows combining genotype, expression, and chromatin interaction data using PLINK, PrediXcan, and MetaXcan for trait-gene mapping.
Workflow Automation and Scalable Pipeline Design
Develop modular, version-controlled pipelines using Snakemake, Nextflow, and shell scripting to automate and scale bioinformatics workflows.
