I build AI-enabled scientific workflows and analysis tools for microscopy, with a focus on light-sheet microscopy, deconvolution, neuroinformatics, and scientific Python.
Contributed Python utilities for image analysis comparison metrics in the public MBFBioscience/MBFPythonUtilities repository, particularly in Image/Analysis/Comparison.
These metrics supported analysis used in an associated whitepaper.
- Focus: scientific image analysis, comparison workflows, and quantitative evaluation
An open-source Python tool for characterizing PSF and FWHM measurements from light-microscopic 2D and 3D images of microspheres.
A Python analysis project exploring gender patterns in Wheel of Fortune data.
- AI-enabled scientific workflows
- Microscopy image analysis
- Deconvolution methods
- Neuroinformatics
- Scientific Python tooling
- Website: https://arnastech.com/
- LinkedIn: https://www.linkedin.com/in/nathanoconnor/
