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forage-simulation

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MidasCore is an enterprise-style financial transaction processing service that consumes Kafka events, validates business rules, persists transactional data with Spring Data JPA, integrates with external REST services, and exposes customer balance APIs using a layered Spring Boot architecture.

  • Updated Jul 18, 2026
  • Java

Predicting customer booking completion for British Airways using Random Forest & XGBoost. Built as part of the Forage Data Science Virtual Job Simulation. Covers EDA, feature engineering, class imbalance handling, threshold tuning, and ROC-AUC model comparison.

  • Updated Jun 4, 2026
  • Jupyter Notebook

Built 6 interactive Power BI dashboards for a PwC Switzerland Forage simulation — analyzing call center performance, customer churn (34.1%), and workforce diversity. Includes stakeholder email and actionable business recommendations.

  • Updated Apr 4, 2026

End-to-end data science simulation for British Airways (Forage) — scraping 1,000 Skytrax customer reviews for NLP/sentiment analysis, and building two Random Forest classifiers on 49,281 booking records to predict booking completion (84.91% accuracy). Includes topic modeling, feature selection, and ROC/AUC evaluation.

  • Updated Apr 11, 2026
  • Jupyter Notebook

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