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  1. F5-APM F5-APM Public

    Correlation Analysis between Singapore's GDP & Graduate Employment

    HTML 1

  2. eComAnalytics eComAnalytics Public

    Web scraping and analysis of sneaker listings from Amazon.sg to uncover pricing, brand strategy, and customer rating insights.

    Jupyter Notebook

  3. F5-BAP F5-BAP Public

    Scraped and analysed TripAdvisor restaurant data in Singapore and applied machine learning, sentiment analysis and topic modelling to uncover factors linked to top-ranked dining spots.

    Jupyter Notebook

  4. ta-analysis ta-analysis Public

    A quantitative backtesting project that evaluates portfolio strategies based on technical indicators against the SPY benchmark, with quarterly rebalancing from June 2022 to June 2025.

    Jupyter Notebook

  5. Treasury-Yield-Analysis Treasury-Yield-Analysis Public

    Built ETL pipelines to collect and store US economic and market data (GDP, S&P 500, Treasury Yields) with Tableau dashboards to visualise trends and correlations across financial indicators.

    Jupyter Notebook

  6. RAG-AR RAG-AR Public

    Retrieval-Augmented Generation (RAG) system for analyzing company financial reports using open-source LLMs. Built with Kedro, FAISS, and Streamlit.

    Python