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eComAnalytics
eComAnalytics PublicWeb scraping and analysis of sneaker listings from Amazon.sg to uncover pricing, brand strategy, and customer rating insights.
Jupyter Notebook
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F5-BAP
F5-BAP PublicScraped 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
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ta-analysis
ta-analysis PublicA 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
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Treasury-Yield-Analysis
Treasury-Yield-Analysis PublicBuilt 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
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RAG-AR
RAG-AR PublicRetrieval-Augmented Generation (RAG) system for analyzing company financial reports using open-source LLMs. Built with Kedro, FAISS, and Streamlit.
Python
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