Scientific Expertise
Wet lab fluency meets computational depth.
Most bioinformaticians have never touched a pipette. I have. I've run IHC and IF staining on hundreds of tissue sections, optimized ELISA protocols, troubleshot Western blots, set up flow cytometry panels from scratch, and prepped 10x Genomics scRNA-seq libraries. That changes how I analyze your data. When I see a cluster of cells with high mitochondrial content, I do not just filter them out. I ask whether your tissue dissociation protocol might be stressing certain cell types. That context changes everything.
Immunology
I specialize in immune cell biology: T cell subset dynamics, myeloid cell heterogeneity, cytokine signaling, and host-pathogen interactions. If your experiment involves the immune system, I do not need a primer. My PhD research centers on these systems and I have run the experiments by hand.
Molecular & Cellular Biology
Whether you are dissecting signaling pathways, mapping gene expression landscapes, or validating protein expression, we help clarify mechanisms of action at the cellular and molecular level, combining experimental intuition with rigorous data-driven analysis.
Host-Pathogen Systems
My experience in infectious disease models, including viral, bacterial, and parasitic infections, helps uncover host responses, pathogen adaptations, and therapeutic opportunities. I understand both the experimental design and the downstream analysis needed to make these studies publishable.
Experimental Design
The best time to involve a computational biologist is before you collect data. How many cells per sample? How many biological replicates? Is your planned comparison powered to detect the effect size you care about? We help you get the design right before you book sequencing time or submit your animal protocol.
What this means for you
Faster analysis with fewer dead ends. I will not deliver a pretty UMAP full of biologically implausible cell type assignments. I deliver results that make sense when you hold them up against what you know from the bench.
Wet Lab Methods I Work With
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