Soni Rani
Senior Data Analyst
Bengaluru, Karnataka, India
Summary
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Senior🎓
Top SchoolSoni Rani is a Senior Data Analyst based in Bengaluru with four years of hands-on experience building predictive models and production-ready data solutions. She has delivered industry-focused projects across customer segmentation, recommendation systems, credit default prediction and demand forecasting, often improving model performance and business outcomes (e.g., 92% R2 on bike-sharing demand and 87% accuracy/AUC 0.873 on credit default). Comfortable across the ML pipeline, she combines feature engineering, model tuning (XGBoost, SVC, Random Forest), and deployment experience with techniques for class imbalance and cold-start problems. Curious and technology-seeking by nature, she pairs a strong mathematics background with practical analytics to translate complex data into actionable business insights.
4 years of coding experience
Bachelor of Science - BS, Mathematics, Bachelor of Science - BS, Mathematics at Ranchi UniversityGithub contributions (5)
roysoni24/Credit-Card-Default-Prediction
Apr 2022 - Jun 2022
Contributions:24 commits, 19 pushes, 1 branch in 1 month
roysoni24/Bike-Sharing-Demand-Prediction
Apr 2022 - Jun 2022
Contributions:18 pushes, 1 branch in 2 months
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