Research and Development Engineer at Artrendex June 2018 - Present
Developed a VGG-16 CNN model with attention and trained on art images from Instagram images using N-pair loss.
Hi I'm Ravi Teja Pothamsetty
Experienced Researcher, with three plus years of experience in building large scale Machine/Deep Learning models for NLP/Computer vision systems. Designed and developed image search engine for art images, Relation extraction and Question-Answering system for chat bots. Skilled in Python, TensorFlow, Java, and C. Strong engineering professional with bachelor's from Indian Institute of Technology, Kharagpur and currently pursuing master’s in computer science with focus on Machine learning.
Currently I am working with Professor Yongfeng Zhang for my masters thesis on developing conversational agents.
I am also working with Dr. Ahmed Elgammal on deep metric learning techniques for art images.
Area of expertise:
Find relation between all entities in a sentence.
Enhancing reccomendations using external knowledge sources like Freebase, Yago
reportEstimate a products sentiment by leveraging people's opinions on twitter
reportAutomated blood vessel segmentation in Retinal Images
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Research and Development Engineer at Artrendex June 2018 - Present
Developed a VGG-16 CNN model with attention and trained on art images from Instagram images using N-pair loss.
Research and Development Engineer at Ipsoft November 2016 - August 2017
Implement state of the art deep learning models for NLP tasks like Relation Extraction, Question Answering System. Research about techniques, using which a large amount of labelled data can be generated automatically. Improving the system accuracy by introducing rules, which are derived automatically from the data.
Senior Software engineer at Arc Document Solutions July 2015 - August 2016
Designed and Developed an automated review analysis system that can analyse the feedback of the user and report what is lacking in a product according to the feedback given by the users.