ABOUT ME
I am graduate student (PhD in Computer Science and Engineering) at University of North Texas (UNT), Denton. I completed my Bachelor’s (Computer Engineering) from Nagpur University, India and Post Graduate Diploma in Advanced Computing from Sunbeam Institute of Technology, India. I worked with Centre for Development in Advanced Computing (C-DAC), a premier R&D organization of the Govt. of India as a Project Engineer. Later, I joined Quick Heal Technologies Pvt. Ltd, a leading IT security solutions company, India as a Software Engineer. Presently, I am working as a Research Assistant at UNT. My primary research interests involve computer vision, machine learning and graph theory.
EDUCATION
RESEARCH INTERESTS
Privacy prediction for social media
This research includes automatic detection of privacy setting for images shared online through social networking sites such as Flickr, Facebook etc. I used deep convolution neural network (Deep Learning) and achieved better results than state of the art methods used for privacy detection task.
2014 - present
University Of North Texas, Denton
PhD in Computer Science and Engineering
Object detection using chordiogram
My research involves detecting specified objects in images using chordigram descriptor. Shape of an object is extracted using superpixel segmentation and perceptual grouping of segments. Connected components method is used to separate each shape which is then processed by the chordiogram descriptor extraction module. Similarity between each extracted shape and the input shape is calculated using nearest neighbor matching to find desired object.
UNTANGLED, web-based game
This game designed to uncover human mapping strategies to engineers develop energy efficient electrical circuits. It involves forming compact grid for graphs. Here, I developed a program that divides large and complex graphs into simple and small graphs which are easy to play for humans. Also, developed an algorithm that automated compact grid generation for structurally similar graphs. Identified human moves patterns to automate systems.
2014 - 2016
University Of North Texas, Denton
Master of Science in Computer Science
2010 - 2011
Sunbeam Institute of Information Technology, Pune, India
Post Graduate Diploma in Computer Science
2006 - 2010
Bapurao Deshmukh College of Engineering, Wardha, India
Bachelor of Engineering in Computer Engineering