forage-simulation

Completed a job simulation involving identity and access management (IAM) for Tata Consultancy Services on Forage

Analyzed an online retail dataset to uncover sales trends, customer behavior, and business insights using Python, Pandas, Matplotlib, and Plotly.

Data Science Virtual Internship Program by British Airways through Forage!

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.

Commonwealth Bank (Via Forage)

JPMC Advanced Software Engineering Forage simulation - enterprise Java project on a 5,000+ line codebase with 95% test coverage and SOLID principles.

Walmart Global Tech's Advanced Software Engineering Job Simulation on Forage.

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.

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.

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.

Commonwealth Bank Software Engineering Forage simulation — .NET/C# backend extended with MongoDB Atlas, savings-goal API, and icon field support

Completed "Data Visualisation: Empowering Business with Effective Insights" virtual internship by Tata Group via Forage.

Mastercard’s Security Awareness job simulation on Phishing

Deloitte Australia Data Analytics Job Simulation (Forage) – Gender pay equality analysis using Excel classification logic and Tableau dashboard visualization. Includes forensic data assessment and business insights.

Forage job simulation (Tata iQ GenAI Data Analytics) — foundation that evolved into the full CreditRiskAI Agentic system.