Samruddhi User

I’m a Full Stack Developer Intern currently building enterprise application development using Mendix and RapidMiner, turning real-world datasets into actionable insights. I design end-to-end analytical workflows—data preprocessing, transformation, feature engineering, and predictive modeling—and I support decisions with EDA and statistical analysis.

Previously, I developed “ChaChaCabs,” a PHP-based ride-booking system using XAMPP for local hosting and Firebase for authentication and real-time updates. I also built a Role-Based Examination Evaluator App in Django, improving role management and streamlining student assessment workflows.

I enjoy working at the intersection of software and intelligence through projects like a Python/Django hospital voice assistant, an AI student life assistant with ML and dashboards, and laptop battery life prediction with model comparison. I lead with curiosity and measurable outcomes—building reliable pipelines, evaluating models with metrics like accuracy, R², confusion matrices, and MSE, and communicating results through clear visualizations and reports.