Analytical Capabilities
High-throughput custom analytics mapping cellular mechanisms across diverse biological layers.
Transcriptomics
Bulk and single-cell expression profiles mapping complex cellular heterogeneities.
Seurat v5
Spatial Transcriptomics
DESeq2
Proteomics
Mapping expression dynamics, structural changes, and critical protein-protein interaction networks.
Mass Spec Processing
PPI Networks
PTM Mapping
ML / AI Architecture
Predictive in silico modeling, deep learning sequence analysis, and structural validation pipelines.
Biomarker Discovery
Predictive Modeling
PyTorch
Biostatistics
Rigorous mathematical validation workflows ensuring data integration accuracy and survival significance.
Dimensionality Reduction
Survival Analysis
Multi-Omics Fusion
Molecular Biology
Mechanistic translational strategies bridging dry-lab discovery loops to actionable wet-lab models.
Target Validation
Assay Architecture
In Silico Tools