Current and emerging research projects across computing education, responsible AI, and quantum computing.
Computing education
The Feedback Lens: Generative AI for Personalised Feedback in Computing Education
Build a prototype that generates rubric-based feedback on student submissions using LLM APIs, then evaluate feedback accuracy, usefulness, tone, and alignment with educator benchmarks.
Honours and Masters project · Prototype · Evaluation study
Project details
Computing education
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Quantum computing
LearnLens: Inclusive Agentic AI for Adaptive Learning
Design an adaptive AI learning system that measures conceptual growth through reasoning, revision, reflection, feedback use, and increasing independence. The initial application explores difficult quantum computing concepts while supporting diverse and neurodiverse learners.
Honours and Masters project · Agentic AI · Adaptive learning · Quantum computing
Project details
Quantum computing
Hybrid Quantum-Classical Optimisation for Intelligent Urban Transport Systems
Design and benchmark hybrid optimisation pipelines (QAOA/VQE + classical solvers) for routing, scheduling, and energy management in EV/AV urban mobility scenarios.
Honours and Masters project · Quantum computing · Transport optimisation
Project details
Quantum computing
Simulation and Analysis of Quantum Search Algorithms under Noise
Use Qiskit Aer to model decoherence, gate, and readout noise; quantify impacts on Grover-style search; and evaluate mitigation methods such as measurement error correction and zero-noise extrapolation.
Honours and Masters project · Quantum simulation · Noise analysis
Project details