Avery Karlin

Computational physicist, medical-imaging researcher & indie developer.

Researcher working on MRI-guided radiotherapy for pancreatic cancer, MS candidate in Medical Physics at Columbia and in Computer Science at UC Boulder, and independent developer building productivity tools. Background includes computational physics, medical imaging, and applied machine learning from neutrino detectors at Los Alamos to diffusion-weighted MRI in the clinic.

Annealing Signet Institute · Project Cassandra

A blueprint for change in precision medicine

A diffusion signal is only as good as the calibration behind it. Below is the distinction I hold onto: what I hope for, what I can deliver, and where I intend to stand.

b-value (s/mm²) S / S₀

uncontrollable · motivating

Hope

IVIM-guided MR-Linac radiotherapy improves patient prognosis.

controllable · deliverable

Mission

I build and validate the calibration that makes IVIM trustworthy enough to drive dose.

concrete · positional

Goal

I will be the one who directs that work, and I will do it in New York City.

hope mission goal · uncontrollable to controllable to positional

What I'm building

Annealing Signet Institute · three ventures