Work

A selection of projects and things I've been working on.

Marine Depth Prediction

ML pipeline for predicting water depth from acoustic signal data. Built custom feature extraction and regression models on 13K+ signal files.

PythonScikit-learnSignal Processing

Algorithm Development at Jotron Skipper

Developing and optimising algorithms for real-world maritime applications. Working across signal processing and data-driven solutions.

AlgorithmsPythonData Engineering

ML From Scratch

Custom implementations of machine learning algorithms without high-level libraries. Focused on understanding the math behind the models.

PythonNumPyMathematics