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  • Stony Brook University

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Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

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RuskinManku/README.md

Hey, I am Ruskin 👋

I am a Master's student at Stony Brook University. My research interests lie in the area of NLP and Reinforcement Learning. Currently I am working as a Research Assistant with the NLP group here at Stony Brook. Prior to this, I was a Software Engineer at PayTM, where I had a fun time developing APIs and user-facing services. I have an extensive background in ML, where my research work titled "Local and Global Context-Based Pairwise Models for Sentence Ordering" was published in the estemeed journal, Elsevier Knowledge-Based Systems. I have done many other internship and research projects in ML/NLP as well.

I love chatting and meeting new people so if you ever wanna get in touch drop me a message on LinkedIn

Skills

Here are a few things I've picked up along my learning journey.

Languages: Python(ML/NLP), Java(Web Development), C++(Competitive Programming)

ML Libraries: PyTorch, Hugging Face, Tensorflow, Scikit-Learn, Pandas

Research Work

"DeepCuts: Single-Shot Interpretability based Pruning for BERT"

"Local and Global Context-Based Pairwise Models for Sentence Ordering"

"Stability optimization of Actor-Critic(A2C) algorithm using adversarial autoencoder for autonomous driving"

"Malaria Detection and Classificaiton"

Pinned Loading

  1. DeepCuts DeepCuts Public

    This repo contains the code for the project done as a part of the course, CSE 538: Natural Language Processing. In this project, we apply interpretibility techniques like GradCAM and SmoothCAM as a…

    Python 1

  2. PairwiseModels4SO PairwiseModels4SO Public

    Code accompanying the paper "Local and Global Context-Based Pairwise Models for Sentence Ordering"

    Python 1

  3. Exploring-Text-Summarization Exploring-Text-Summarization Public

    Exploring different feature extraction techniques and modelling techniques for text summarization

    Jupyter Notebook

  4. ChatBot_NLP ChatBot_NLP Public

    An LSTM based model for answering questions related to retail products.

    Jupyter Notebook 1

  5. yatendra1999/NFS_MW_autodriver yatendra1999/NFS_MW_autodriver Public

    Python