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charumathi ragupathy

@charumathiragupathy

Machine learning and full-stack developer building production-ready AI systems.

India
Message

What I'm looking for

I seek roles where I can build end-to-end AI and web solutions, work on computer vision projects, and grow in production deployment and model optimization within collaborative teams.

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.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

College of Engineering, Guindy logoCG

College of Engineering, Guindy

Master of Science in Computer Science (Integrated), Computer Science

2021 -

Grade: 8.33/10

Pursuing an integrated Master of Science in Computer Science with a focus on machine learning and web application development; current CGPA 8.33/10 (expected 2026).

ST

Sri Gnanananda Matric. Hr. Sec. School, Tirukoilur

Higher Secondary Certificate (HSC), Secondary Education

2016 - 2021

Grade: HSC 93.9%; SSC 94.8%

Completed higher secondary education with a focus on college preparatory curriculum, achieving HSC 93.9% and SSC 94.8%.

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charumathi ragupathy - Student Director of Events - College of Engineering, Guindy | Himalayas