News

News

Experience

 
 
 
 
 

Research Intern

IISC Bangalore

Jan 2020 – Present Bangalore
 
 
 
 
 

Automation Intern

Ubisoft

May 2019 – Jul 2019 Pune
  • Worked on solving UI-related bugs such as collision bugs and pass-through bugs.
  • Used deep learning approaches for semantic segmentation and depth estimation on the given frames from the game.
  • The output of the final solution was a collision probability for each pixel in the frame. This algorithm was able to identify buggy frames with 85% accuracy.
 
 
 
 
 

Google Summer of Code Student

NumFocus

May 2019 – Aug 2019 Remote
  • Working for Chainer which comes under the NumFocus umbrella.
  • Building recurrent neural network support for ChainerX. ChainerX is a deep learning library built completely using C++.
  • Implemented the CPU and GPU versions of LSTM, GRU, Vanilla RNN etc. The GPU versions were built using the CUDNN library provided by NVIDIA.
 
 
 
 
 

Research Intern

MIDAS Lab, IIIT Delhi

Apr 2019 – Present Remote
  • Working under the guidance of Dr. Rajiv Ratn Shah.
  • Working on Social Media Analysis and Natural Language Processing. Paper accepted at ACL-SRW 2019.
 
 
 
 
 

Data Science Intern

Rammer.ai

Jun 2018 – Jul 2018 Pune
  • Wrote scripts to automate tasks related to training and testing deep learning models.
  • Implemented various deep learning architectures using tensorflow for the task of action-items detection in meeting transcripts.
 
 
 
 
 

Undergraduate Researcher

Project Manas

Feb 2018 – Feb 2019 Manipal
  • Implemented, compared and analyzed the performance of various reinforcement learning algorithms (DQN, PPO, ACER, A3C) on environments provided by OpenAI gym.
  • Mentored 3 juniors for the task of designing an imitation learning algorithm for the udacity self-driving car simulator.

Publications

The rapid widespread of social media has lead to some undesirable consequences like the rapid increase of hateful content and offensive …

Religious Hate speech poses grave dangers for the cohesion of a democratic society, the protection of human rights and the rule of law. …

Projects

AutoNLP

Implementing some NLP tasks using tensorflow.

BERT baselines for CoQA

Implementing and testing various BERT models for the CoQA(Conversational Question Answering) datset

CodeFlood

Built a website for helping rescue operations during floods

DeepJava

Mini Deep Learning library built in Java

ICLR Reproducibility Challenge 2019

Reproducing the paper H-detach: Modifying the LSTM gradient towards better optimization

Implementation of the paper - Recurrent Independent Mechanisms

Implemented the RIM model and reproduced the results on the MNIST task.

Parallel implementation of t-sne

CUDA implementation of t-sne.

Pruning Neural Networks

Implemented weight pruning and unit pruning on simple fully-connected networks implemented in tensorflow

Posts

Skills

  • Python
  • Java
  • C/C++
  • Tensorflow
  • PyTorch
  • CUDA/CUDNN
  • Numpy
  • Linux
  • OpenCV
  • Chainer/ChainerX

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