Myself

AKHITHA BABU

A Data Science student at Central University of Rajasthan .

Through hard work and dedication, I reached a milestone in my career when I graduated and will become a professional Data Analytist in 2021. Since then, my research has progressed and evolved into new projects driven by the results of my experimentation. I invite you to take a look at my published work to get a better idea of the fruits of my research labor. Feel free to get in touch with me to say hi or for more information about my work.

Resume

Education:

YEAR	INSTITUTION	COURSE	RESULT
2019-'21	Central University of Rajasthan, Bander Sindri, Ajmer, Rajasthan, India	M. Sc. Big Data Analytics (Computer Science)	__
2015-'18	St. Joseph's College, Irinjalakuda, Thrissur, Kerala, India	B. Sc. Physics	5/6
2013-'15	St. Antony's H. S. S., Mala, Thrissur, Kerala, India	Higher Secondary	92.25%
2013	Carmel H. S. S., Chalakudy, Thrissur, Kerala, India	Matriculation	Full A+

Projects

My research has progressed and evolved into new projects driven by the results of my experimentation.

ICH Detection

Deep Learning - July - August, 2020

(In collaboration with Bharat Choudhary)

Automated ICH Detection using Ensemble MultiLabel Classifier with Imbalanced Source.
A hybrid Deep learning solution on medical images of brain X-Ray Scans which are in DICOM format.
Productionize deep learning models with django in web appication.

Retail Sector Forecast

Time Series - September, 2020

(In collaboration with Panwar Abhash Anil & Sajal Sharma)

Interesting insights were found out such as worst sales and maximum sales.
Applied classical Time Series Analysis and Deep Learning techniques on analysing the data.

Sentiment Analysis

Natural Language Processing - June, 2020

Machine learning with NLP to organize unstructured text data automatically.
Automated process of analyzing text data and sorting it into sentiments positive, negative, or neutral reactions.

Publications

RESEARCH PUBLICATION:

Automated ICH Detection using Ensemble MultiLabel
Classifier with Imbalanced Source

(In collaboration with Bharat Choudhary & Upasana Talukdar )

Submitted to Pattern Recognition Letters
Elviser Publication

Take a look at my published work to get a better idea of the fruits of my research labor.

ARTICLES:

Optimization in the Transportation Problem

Medium - Towards Data Science
July 4, 2020

Transportation problem (TP) with example (N-W Corner Rule, Least cost method, VAM, Balanced TP, Unbalanced TP)

Read

Blurring or Smoothing Out Images — OpenCV

Medium - The Startup
August 15, 2020

OpenCV python code for blurring an image using kernel or filter with the basic concepts of convolution, low pass filter, frequency of image, etc. by converting it into a gray scale image.