Machine Learning Semi-supervised EM A trial semi-supervised expectation-maximisation for CS229 coursework. MiniGPT A highly simplified GPT-1 model for origin prediction for CS229 coursework Text Summarizer / Search Engine RAG mini-App A mini summarizer/RAG streamlit app leveraging GPT3.5 gpt-3.5-turbo-instruct and LangChain RAG with DuckDuckGo books. GraphRAG News Intelligence A self-hosted offline GraphRAG Open-WebUI App powered by LLaMa3.1 8B via Ollama. Data Science Spotify Top Songs Analysis on attributes to make Spotify Top Megahits. Netflix Seasonality EDA on Netflix seasonality presented together with trial SARIMA and ARIMAX models.