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  • Ateneo De Manila University

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  1. advanced-portfolio-hedging advanced-portfolio-hedging Public

    Quantitative risk engine comparing robust Factor Models vs. NLP Semantic Hedging (LLMs) for tax-efficient portfolio management. Implements Huber regression, Nomic embeddings, and UMAP clustering.

    Jupyter Notebook

  2. systematic-equity-alpha systematic-equity-alpha Public

    End-to-end ML pipeline for systematic equity trading: 25 years of Bloomberg risk factors → feature engineering → model selection (XGBoost/BayesianRidge) → SHAP explainability → walk-forward backtes…

    Jupyter Notebook

  3. tarp-regime-classifier tarp-regime-classifier Public

    Detecting structural changes in market microstructure around the 2008 TARP intervention using intraday ETF data. XGBoost classifier achieves 0.952 AUC-ROC distinguishing pre/post-TARP trading days …

    Jupyter Notebook

  4. pyspark-ml-pipeline pyspark-ml-pipeline Public

    End-to-end PySpark ML classification pipelines for NLP, clinical prediction, and census income deployed on a 3-node Spark/HDFS cluster.

    Jupyter Notebook