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MBadriNarayanan/README.md

Hi there, I am Badri Narayanan Murali Krishnan👋 😃

Badri's LinkedIn       Badri's mail

A little bit more about me:

1️⃣ I am currently pursuing my Masters in Computer Sciences at the University of Wisconsin - Madison.
2️⃣ Before this, I worked as an Associate Engineer - AI/ML at Qualcomm, Hyderabad.
3️⃣ I completed my B.Tech in Information Technology from Sri Sivasubramnaiya Nadar (SSN) College of Engineering, Chennai.
4️⃣ My Sign Language Translation using Multi Context Transformer paper won the 3rd best paper award at the 20th Mexican International Conference on Artificial Intelligence (MICAI), Mexico City, 2021.
5️⃣ I have published two other papers titled End-to-End Speech Recognition of Tamil Language and Fake News Detection using a Deep Learning Transformer Based Encoder-Decoder architecture which have been published in a Science Citation Index Expanded Journal.
6️⃣ My primary interests lie in the fields of Machine Learning (ML), Natural Language Processing (NLP), Large Language Models (LLMs), Computer Vision (CV), and Automatic Speech Recognition (ASR). I want to work in the aforementioned fields and develop real-world solutions.
7️⃣ Check out my portfolio website for more details and up-to-date CV

💻 I’m looking to collaborate on Any ML / Deep Learning / NLP / CV / Speech Signal Processing / Python / C++ based projects

Some stats:



Pinned

  1. FakeNewsTransformer FakeNewsTransformer Public

    Determining the integrity of a news source based on its title and content using a novel NLP architecture called FakeNews Transformer.

    Python

  2. MultiContextTransformer MultiContextTransformer Public archive

    This repository contains code for the paper "Sign Language Translation using Multi Context Transformer", presented at the 20th Mexican International Conference on Artificial Intelligence (2021), Me…

    Python 3 3

  3. TamilASR TamilASR Public archive

    This repository contains code for the paper "End-to-End Speech Recognition of Tamil Language", published in the Intelligent Automation & Soft Computing Journal, 2021

    Jupyter Notebook 4

  4. TermsOfServiceClassification TermsOfServiceClassification Public archive

    Identify unfair Terms of Service clauses using a two-stage knowledge distillation DL algorithm on devices with minimal resources using state-of-the-art architectures like BERT.

    Python

  5. ClickbaitClassification ClickbaitClassification Public archive

    Classifying clickbaits: articles with potentially misleading titles, using a state-of-the-art NLP architecture.

    Jupyter Notebook 1 1

  6. FineTuneLLM FineTuneLLM Public archive

    This project focuses on fine-tuning Mistral 7B LLM on the Samantha question answering dataset. It aims to adapt the Mistral model to conversational and contextual question answering.

    Python