Vaishnavi Soni

– Engineered an end-to-end Machine Learning pipeline using Python and Scikit-learn to analyze 10,000+ Hotel Booking records. – Implemented predictive modeling to identify cancellation risks, achieving an 18% improvement in forecast accuracy. – Generated critical business insights using Matplotlib, presenting strategies that identified potential revenue recovery of 15%.