Skills

Programming

C++, Python

Machine Learning

PyTorch, Tensorflow, Keras

NLP

Text Generation, Machine Translation

Experience

 
 
 
 
 
Aug '18 – Dec '18
Hyderabad, India

Teaching Assistant - NLP

IIIT-H

  • Teaching Assistant for the graduate-level Natural Language Processing course (130+ students).
  • Responsible for conducting tutorial sessions and mentoring 30+ students in projects in the areas of Paraphrase Detection, Discriminative Features and Relation Extraction.
 
 
 
 
 
May '18 – Jul '18
Bangalore, India

Machine Learning Intern

Kenome

  • Worked with Dr. Partha Pratim Talukdar on leveraging twitter data for financial domain prediction tasks.
  • Responsible for developing various state-of-the-art core NLP modules using Keras and Tensorflow.
 
 
 
 
 
May '17 – Present
Hyderabad, India

Undergraduate NLP Researcher

IIIT-H

  • Working with Dr. Manish Shrivastava on Adversarial Text Generation.
  • Previously worked on Question-Answering systems and Neural Machine Translation.

Projects

Q&A System based on Memory Networks

An automatic Question-Answering system based on Dynamic Memory Networks

News Credibility Determination

System that determines the credibility of news headlines, to combat fake news

Email Author Identification

System to identify authors of emails by learning their style. Useful for detecting identity fraud.

Decaf Compiler using LLVM

An LLVM-based compiler for the decaf programming language. Includes Lexer, parser, abstract syntax tree,and LLVM IR.

Decentralized Food Delivery using Blockchains

A fully-decentralized food delivery Dapp for the Ethereum blockchain using Solidity and Truffle

4x4 Ultimate Tic-Tac-Toe Bot

An Ultimate TTT bot using minimax search with iterative deepening and alpha-beta pruning

Blog Posts

GANs for Text Generation - Part 1

The issues with GANs for text generation and the methods being used to combat them

GANs for Text Generation - Part 2: RL

Using Reinforcement Learning to combat the non-differentiability issue in text GANs.

Popular Topics

GANs alpha-beta-pruning artificial-intelligence bison blockchain bot c++ cnn compiler decaf decentralization deep-learning hierarchical-bi-lstm keras llvm lstm machine-learning memory-networks minimax nlp parser reinforcement-learning smart-contract solidity tensorflow text-generation

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