Projects

A selection of technical work spanning sensor calibration, scientific modelling, AI-assisted diagnostics, and sustainability.

Abstract artwork inspired by timing stations and radio signals Abstract artwork inspired by a distributed antenna array

Visual studies inspired by distributed timing, antennas, and coherent signals. Scientific plots will be added here as the portfolio develops.

Radio Interferometry for Cosmic-Ray Detection

Coherent reconstruction of inclined air showers using synchronised measurements from widely separated antennas.

SENSING

Precision Timing and Phase Calibration

Beacon- and broadcast-carrier methods, discrete phase solutions, and closure diagnostics for distributed detector stations.

SENSING

Antenna Response and Array-Systematics Studies

Quantified how antenna models, geometry, refractivity, noise, and calibration choices affect reconstructed signals.

MODELLING

Cosmic-Ray Propagation Modelling

Investigated the positron excess using PAMELA/AMS-02 observations and GALPROP simulations.

MODELLING

Water-Level Monitoring for Energy Security

Awarded a £5,000 grant for satellite-imaging and geodesy methods supporting water-level tracking in Zambia.

IMPACT

AI-Assisted RFI Classification

Concept development for probabilistic interference classification and RFI-aware calibration in MeerKAT/SKA-relevant radio data.

AI

Research concept in development—not yet deployed.

Working Principles

Traceable

Explicit assumptions, versioned inputs, reproducible pipelines, and clear provenance from raw data to result.

Uncertainty-aware

Calibration errors, model limitations, and confidence are treated as part of the result—not as afterthoughts.

Operational

Diagnostics and visualisations are designed to help people detect failure modes and make better decisions.

Responsible

Models should be explainable, appropriately validated, and used with attention to scientific and societal consequences.