Deepthi Antony

I am a graduate student at University of Michigan specializing in Data Science and Machine Learning. I transitioned into data science from an electrical engineering background. I hold a PhD in electrical engineering from the National Institute of Technology Karnataka. I love doing research and working with data.

I ❤️ working with: Python SQL Pandas Pytorch Jupyter Tensorflow Julia MATLAB

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University of Michigan, Ann Arbor

Master of Engineering in Data Science and Machine Learning

National Institute of Technology Karnataka Surathkal, India

Ph.D. in Electrical and Electronics Engineering
Master of Technology in Power and Energy System

Anna University, Chennai, India

Bachelor of Engineering in Electrical and Electronics Engineering

My projects

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Electricity Generation prediction

Building a machine learning model that can predict future electricity generation.

project page
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Handwriting recognition using Nearest subspace classification and Deep Nets

project page under construction
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Forecasting the COVID-19 trend using polynomial regression

project page under construction

Novel non-iterative algorithm for predicting the location of partial discharge in transformers

click here to view the publication

Data anomaly detection procedure for mitigating the effects of erroneous measurement

click here to view the publication

Statistical post processing of estimated data to improve partial discharge localisation accuracy

click here to view the publication
Connect with me
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