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Work Experience
Research Assistant
IUPUI•  August 2019 - Present
I am currently on two parallel research streams. In the first stream, I am working on developing a natural language model to detect fake news from news pages and websites. I have employed a BERT model which uses the headline of the news statement and metadata to classify the news statements. We have achieved an F1-Score of 85% on the standard dataset. On the other stream, We are working on predicting Blood Glucose Level of Diabetic patients to identify hyperglycemia or hypoglycemia. We used the LSTM model and transfer learning to train the time-series models.
Software Engineer
Ggk Tech•  May 2018 - July 2019
As a Junior Data Scientist, I am responsible for developing data science pipelines for problems of various domains including healthcare, banking and HR Analytics. The pipeline development includes data mining/collection, data processing, applying machine learning and deep learning models, model improvement. I have worked extensively on Natural Language Processing Problems and Deep Learning Algorithms.
Education
IUPUI
Data Science, MS•  August 2019 - Present
K L University (KLU), Guntur
Electrical Engineering, B.Tech•  2014 - 2018
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