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Girija AwateGA
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Girija Awate

@girijaawate

Machine learning practitioner who developed a brain tumor classifier at IIT Bombay, achieving 92.1% validation accuracy on MRI images.

India
Message

At Indian Institute of Technology (IIT) Bombay, I engineered a multi-class brain tumor classification system using a custom CNN, achieving 92.1% validation accuracy. I also developed preprocessing and augmentation methods that reduced overfitting.

For NeuroVision AI, I created a medical AI platform combining tumor classification, U-Net segmentation, explainable AI, and a RAG-based report generator. Its segmentation model achieved a Dice Coefficient of 0.87, and its RAG pipeline drew on oncology papers and WHO guidelines.

I’ve also built a movie recommendation system and a traffic congestion prediction system, and designed an autonomous fire-fighting robot. I’m studying Electronics and Telecommunications at Pune Vidyarthi Griha's College of Engineering and Technology.

Experience

Work history, roles, and key accomplishments

Indian Institute of Technology (IIT) Bombay logoIB

Research Intern - Deep Learning & Medical Imaging

Indian Institute of Technology (IIT) Bombay

Jan 2024 - Dec 2024 (11 months)

Engineered a multi-class brain tumor classification system with a custom CNN, achieving 92.1% validation accuracy. Built preprocessing and augmentation pipelines, resolved class imbalance, and deployed the model as a web application for real-time clinical decision support.

Education

Degrees, certifications, and relevant coursework

PT

Pune Vidyarthi Griha's College of Engineering and Technology

Bachelor of Engineering, Electronics and Telecommunications

2022 -

Pursuing a Bachelor of Engineering in Electronics and Telecommunications, expected to graduate in 2027.

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