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Hello All !! Welcome to my tiny corner on the web.

Currently, I work as an NLP Engineer at Circlebase (Intelligent Health Outcomes), where I develop pipelines and models to identify patient-related entities, social determinants of health, drug relations, and adverse drug events. I also streamline processes through executable files, integration with Django-based applications, and Dockerization of product.

I graduated with a Master's degree in Machine Learning and Computing under Department of Mathematics from the Indian Institute of Space Science and Technology. My research interests lie in the intersection of Machine Learning optimization, Computer Vision, Natural Language Processing, and Theoretical Computer Science.

Prior to this, I spent 4 amazing years at Jabalpur Engineering College, earning a Bachelor's in Information Technology.

Least Angle Regression on Diabetes Dataset

Initially the model assumptions were tested on the diabetes dataset and applied Least Angle Regression to generate multiple models

Latent Variable Models for Dimensionality Reduction

Expectation Maximization on Probabilistic Principal Component Analysis