Projects

A binary and multiple class heart disease severity level prediction

This was our final year project in UG.

An interface to help doctors and patients more accurately predict heart disease severity.
Unlike most models that only determine illness, our machine learning approach offers both binary and multiple classifications, crucial for early treatment.

Tuberculosis detection using CNN

I've done this project to acquaint myself with bio-medical imaging. I built a convolutional neural network to process chest x-rays (radiology) and detect tuberculosis. As a person who loves both art and tech I found the project interesting as it involved image processing and visualization through AI/ ML.

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Web chat app with language detection and translation

This was a team project in my UG.

India's linguistic diversity creates communication barriers, particularly for business professionals and rural populations.
We developed a basic chat app with a customizable language translation feature specific to each contact.
In future we plan to extend and deploy this project in real-time.