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1. financial-document-reasoning-llm-evaluation financial-document-reasoning-llm-evaluation Public

   MSc dissertation comparing long-context prompting and RAG for SEC 10-K financial document reasoning, with Python/Docker code and reproducible evaluation evidence.

   Python

2. cnn-vs-resnet-fer2013 cnn-vs-resnet-fer2013 Public

   An end-to-end deep learning pipeline built in PyTorch to compare a baseline CNN with a ResNet-18 transfer learning model on the FER2013 dataset. It showcases hands-on experience with model architec…

   Jupyter Notebook 1

3. ga-portfolio-optimisation ga-portfolio-optimisation Public

   A complete GA-based portfolio optimisation system in R, including weight optimisation, multi-objective fitness design, out-of-sample evaluation, and GA-driven asset selection across a 50-asset univ…

4. quantitative-ml-notebook-critiques quantitative-ml-notebook-critiques Public

   A portfolio of three Kaggle notebook critiques where I analyse, audit, and improve ML workflows using quantitative methods, statistical reasoning, and practical machine‑learning expertise.

   Jupyter Notebook

5. spotify-machine-learning-pipeline spotify-machine-learning-pipeline Public

   Modular, reproducible ML pipeline for Spotify regression and classification, including feature engineering, diagnostics, and ensemble modelling with Kaggle evaluation.

   Jupyter Notebook