I'm an astrophysics PhD student at the University of Manchester. I research high-redshift galaxies using telescopes like JWST, HST and Euclid, and develop software to take advantage of these observations. My PhD research has focused on finding and charicterizing the stellar properties of galaxies and their statistical distributions at z > 6 with JWST. I'm generally interested in SED fitting, Bayesian techniques and machine learning approaches like simulation-based inference (SBI).
You can learn more about my research here!
- synference: A SBI framework for SED fitting using Synthesizer
- EXPANSE: A package for resolved SED fitting
- spikeout: Automatic detection and masking of diffraction spikes in images
- arachne: Image-level resolved SED fitting using a jax-based differentiable emulator
- BD-Finder: SED fitting and properties of L, T and Y brown dwarfs from photometry
- fitstableview: A VS Code extension for viewing tabular FITS files
- Python
- Astrophysics
- Data reduction and pipeline creation
- Data Science and Statistics
- High Redshift Galaxy Evolution
- Simulation-based inference (SBI)