Isaac Salt
Sciences at The University of Liverpool
I'm a recent Astrophysics MPhys graduate from the University of Liverpool with a strong foundation in scientific programming, data analysis, and machine learning. Through my academic research and independent projects, I've developed practical experience working with large datasets, building simulations, and applying statistical and ML techniques to extract meaningful insights.
Work by Isaac Salt
- Geomagnetic Field Modelling
Master's project - Explored a novel approach to geomagnetic field modeling that circumvents the traditional requirement for full vector magnetic data. Project Description: https://www.isaacsalt.me/proj-gfm/
- Gravitational Field Modelling
This project involved developing a custom Runge-Kutta numerical solver in Python to model the orbits of all 9 major planets in the Solar System. Project Description: https://www.isaacsalt.me/proj-jwst/
- AI Spotify Playlist Generator
Web app that integrates with the OpenAI API to generate playlists based on both a user prompt and seed tracks selected from a list of the users top tracks. Project Description: https://www.isaacsalt.me/proj-llm-playlist/ Live Demo: https://frontend-production-b573.up.railway.app/