Isha Sridhar

Bachelor's

Computer Science

The University of Texas at Austin

Undergraduate Researcher

- Generated a ML model to classify RNA data and assessed gaps in current datasets and remediated them - Identified genes related to Alcohol Use Disorder (AUD) by using clustering analysis of an unsupervised model - Provided summary information and data visualizations on what can be learned about RNA and AUD linkage - Learned the usage of large-scale computing frameworks and modeling environments of big data - Reduced dimensions by Principal Component Analysis of a high-dimension dataset with millions of records - Supported the decision-making by classifying the Covid severity data using the KNN algorithm