charumathi ragupathy

I am a proactive computer science student specializing in machine learning and full-stack web development, with hands-on experience building scalable applications and end-to-end AI pipelines.

At Tamil Nadu e-Governance Agency I developed a deep learning pipeline for diabetic retinopathy classification, raising model accuracy from 45% to 89% through image preprocessing, augmentation, and hyperparameter tuning.

I have led student events and cross-functional teams, improving operational efficiency and executing large-scale technical programs, and I contribute to practical projects such as an agro diagnostic platform and mobile invoicing app.

I focus on delivering production-ready solutions—optimizing models for edge deployment, designing secure REST APIs with JWT, and integrating frontends for seamless user experiences—while continuously learning and applying new tools and frameworks.