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home-credit-scorecard
home-credit-scorecard PublicEnd-to-end credit scorecard — WOE/IV feature selection, logistic regression vs XGBoost champion/challenger, ECOA adverse action codes, FastAPI scoring endpoint, DuckDB + dbt SQL layer. Gini 53%, KS…
Jupyter Notebook
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doc-intelligence-pipeline
doc-intelligence-pipeline PublicRAG pipeline for unstructured document intelligence: layout-aware parsing → ChromaDB vector store → dbt medallion architecture → REST API. 87% F1, <30s/doc, live on Streamlit.
Python 1
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Enterprise-Predictive-Maintenance-IoT-Sensor-Optimization-
Enterprise-Predictive-Maintenance-IoT-Sensor-Optimization- PublicBuilt an end-to-end MLOps pipeline (Databricks/PySpark → Snowflake medallion architecture) for turbofan engine failure prediction using NASA CMAPSS sensor data — starting from structured EDA and hy…
Jupyter Notebook 1
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DoorDash-Merchant-Intelligence-Platform
DoorDash-Merchant-Intelligence-Platform PublicProduction-grade lakehouse analytics platform: PySpark → Delta Lake → Trino → dbt → Great Expectations → Airflow → Sigma. Built to mirror DoorDash's production data stack.
Python
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credit-risk-analytics-pipeline
credit-risk-analytics-pipeline PublicMulti-source data pipeline testing whether interest rates predict credit stress better than unemployment (r=0.80 vs r=-0.28). Built with Airflow, Python, ANOVA, and Tableau.
HTML 1
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federal-contract-rag-pipeline
federal-contract-rag-pipeline PublicDual-method federal contract cost estimator: parametric (CER) + analogy estimating with automated disagreement detection. Validated live against USASpending.gov API. 29/29 tests passing.
Python
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