About
I build the assay, not just the picture.
Super-resolution microscopy produces striking images. What makes one useful for
understanding how a cell or tissue actually works is everything around it: a titrated
antibody, an optimized antigen-retrieval protocol, a validated cell-type marker, and a
number at the end that holds up next week, on a different sample, in someone else's
hands. That is the work I do.
My route into it was not a straight line. I started in yarn engineering in Bangladesh,
the first in my family to attend university, and moved through materials and polymer
science in Türkiye and Germany before arriving at North Carolina State University. Each
step narrowed the question I was asking, from how fibers behave under stress, to how
molecules organize inside a nucleus.
At North Carolina State University's Molecular Analytics and Photonics Lab,
my doctoral work centers on two problems. The first is decoding chromatin architecture at
the nanoscale, which required building the measurement before the biology was reachable.
That produced spectroscopic DNA-PAINT, a method that resolves multiple
molecular targets in a single acquisition by separating single molecules on emission
spectrum rather than through sequential color channels, published in Nano Letters.
The second is smFLUSH, where I characterize single-molecule fluorescence spectral
heterogeneity across the Janelia Fluor dye library and use mechanistic and statistical
analysis, including Monte Carlo frameworks, to understand what drives that heterogeneity
and how it constrains multiplexing.
At Boehringer Ingelheim, in the Cardiovascular Renal Metabolic group, I
applied the same approach to tissue. I developed and validated dSTORM and multiplexed
DNA-PAINT assays on kidney tissue, built an antibody toolbox for podocyte, PTEC and brush
border targets, and established an FSD-based workflow that quantifies podocyte foot-process
effacement as a disease-relevant readout, benchmarked against established injury endpoints
in an in vivo nephropathy model. I wrote the protocols and ELN documentation so
other teams could run the assay and reach the same answer, and handed the workflow off for
group-wide adoption.
Underneath both sits a chemistry and materials foundation. I work closely with synthetic
chemists on probe design and have hands-on experience synthesizing fluorescent probes and
self-labeling dyes, conjugating dyes to antibodies and protein tags, and using DNA origami
as calibration standards. Before biology I worked on electrospun nanofiber coatings for
nitinol stents at RWTH Aachen and structure-property analysis of engineered polymers. It
means that when an assay fails, I can usually tell whether the cause is biological,
chemical, or a materials artifact, which is often the difference between a week of
troubleshooting and an afternoon.