msc-dissertation

MSc Informatics dissertation project - University of Edinburgh: Curiosity in Multi-Agent Reinforcement Learning

Exoplanet Transit Detection using Deep Neural Networks written in Python

Racism detection in tweets: a 2021 MSc dissertation's BERT-large, CNN-BiLSTM and multimodal hybrid, rebuilt in 2026 as a reproducible tutorial, and the builder of HateAtlas: 18 English hate-speech datasets on one schema, with targets, provenance and per-row licences.

MSc dissertation: comparing five federated learning aggregation strategies for client and demographic fairness in chest X-ray classification (NIH ChestX-ray14).

An explainable multi-model NLP framework for post-earnings stock direction prediction. MSc Business Analytics capstone, Trinity College Dublin x EY.

MSc AI dissertation: adaptive intervention planning for runtime policy identification, with reproducible Python benchmarks and ablations.

NutriAI - MSc AI dissertation app (University of Hull): explainable recipe recommendations by diet, allergies and goals. C#/.NET MAUI, SQLite, xUnit tests.

A Python implementation of a Hopfield Neural Network for pattern recognition using Hebbian learning, developed as part of an MSc Data Science dissertation.

Financial news sentiment research with reproducible evaluation, tested Python pipelines and an offline demo. UCL MSc Computational Finance.

Correlating Windows 11 forensic artefacts (Prefetch, Event Logs, ShellBags) to reconstruct user activity. MSc Cyber Security & Forensics dissertation, University of Westminster

A multimodal deep learning framework integrating MobileNet and BiLSTM architectures to synchronize facial landmark detection and audio feature extraction for robust emotion recognition.

MSc Business Analytics dissertation — DENUE-based market intelligence pipeline for Mexico

Few-shot photo-to-pixel-art portraits: Stable Diffusion 1.5 + LoRA (30 images) + ControlNet + img2img, decoupling structure, style and colour. MSc dissertation, University of Glasgow.

MSc dissertation: from-scratch JPEG codec implementing ITU-T T.81 — DCT, quantization, Huffman coding, zig-zag ordering, LZW compression. Validated against libjpeg.

MSc dissertation: predicting environmental-standard exceedances before sampling, to prioritise monitoring on an infrastructure corridor. Leakage audit, nested time-series CV, SHAP and a Streamlit dashboard.

MSc Dissertation | Dublin Property Price Analysis (2017-2025) using Python, Tableau and Geospatial Analytics

UCL MSc Information Security dissertation on APK-grounded agentic Android vulnerability discovery and restricted evidence-backed validation.

MSc AI dissertation code for mammogram classification, ROI-guided attention, localisation, multimodal fusion, and anomaly detection.

MSc dissertation project. Measures whether vision-language models preserve a flowchart's control-flow structure when generating code, separately from whether the code passes its tests. Four models, two datasets, plus the scoring tool and raw results.

Expert-trust memory: a three-expert trading committee that learns which expert to trust, and the statistical test that decides where the learned weights may act. MSc dissertation, University of Edinburgh.