Projects

TimelineGPT

A ChatGPT enabled tool to create timelines for any given topic.

Fashion Image Segmentation

A UNet which segments clothing type in an image.

Stack Overflow Tag Recommender

A model trained on Stack Overflow Q&A data, considering high-scoring questions, to predict relevant tags using a Word2Vec-based embedding approach and a feed-forward neural network. The model used lower-dimensional tag representations to enhance tag prediction accuracy.

Bird Audio Classifier

Identify bird calls in soundscape recordings

Large Scale Linear Regression

20M+ New york taxi data is used to model taxi fare using Linear Regression. A mini-batch SGD is implemented in parallel using dask.

Deep Learning for Multimodal EHR

Reproducing the paper : Learning Robust Patient Representations from Multi-modal Electronic Health Records: A Supervised Deep Learning Approach.