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.

Chest X-ray disease classification on the NIH ChestX-ray14 dataset using ResNet-50, MobileNet and VGG16. MSc Big Data Technologies dissertation, Glasgow Caledonian University (2023).

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

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.

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

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

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.

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

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

MSc dissertation: pre-registered benchmark of 18 forecasting models against a zero-return forecast on 50 S&P 500 stocks

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

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

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.

Hybrid LSTM–GRU Network with Attention (MSc Dissertation) — stock price prediction on grouped time-series data (Goldsmiths, University of London, Sept 2025)