sanhita manna

I'm pursuing a PhD in Medical Image Processing at GITAM University while teaching and researching signal processing, medical imaging, and AI/ML. My work focuses on AI-driven enhancement and analysis of CT, MRI, and X-ray images for practical diagnostic support.

I've built end-to-end CNN classification pipelines using Python, TensorFlow, Keras, and OpenCV, achieving 92% accuracy on a benchmark dataset. I’ve also developed medical image enhancement, image fusion, and fetal ECG abnormality-detection pipelines using MATLAB, Python, and SciPy.

At GITAM University, I’ve supervised 20+ student projects, published 4+ papers, and contributed to curriculum development and NBA/NAAC accreditation. I’m transitioning my academic and research experience into applied healthcare and diagnostics product development.