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Hi there, I am Badri Narayanan Murali Krishnan👋 😃

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A little bit more about me:

1️⃣ I am currently pursuing my Masters in Computer Sciences at the University of Wisconsin - Madison.
2️⃣ My most recent work experience was at Nokia Bell Labs as an Autonomous System Research Intern during Summer 2024 where I worked with LLMs in the context of automation and collaborative agents.
3️⃣ At UW-Madison, I worked with Dr. Suman Banerjee to benchmark and deploy LLMs on resource-constrained devices.
4️⃣ Before this, I worked as an Associate Engineer - AI/ML at Qualcomm, Hyderabad as part of the AISW team.
5️⃣ I completed my bachelor's Information Technology at Sri Sivasubramnaiya Nadar (SSN) College of Engineering, Chennai.
6️⃣ 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.
7️⃣ 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.
8️⃣ 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.
9️⃣ 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:



Badri Narayanan Murali Krishnan's Projects

braintumordetection icon braintumordetection

Kaggle RSNA-MICCAI Brain Tumor Radiogenomic Classification Competion. Predict the status of a genetic biomarker important for brain cancer treatment

clickbaitclassification icon clickbaitclassification

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

cs540 icon cs540

This repository consists the code for the work done as part of CS 540: Intro to Artificial Intelligence class offered by Prof Yingyu Liang at UW-Madison during the Fall 2023 semester.

cs744 icon cs744

This repository consists the code for the work done as part of CS 744: Big Data Systems class offered by Prof Shivaram Venkataraman at UW-Madison during the Spring 2024 semester.

dbmslab icon dbmslab

Database Management Systems and Application Lab work done during III Semester

dsplab icon dsplab

Digital Signal Processing Lab work done during V Semester

fakenewstransformer icon fakenewstransformer

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

finetunellm icon finetunellm

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.

formula1 icon formula1

Course project done as part of CS539 Introduction to Artificial Neural Networks offered in UW-Madison for Fall 2023

machinetranslation icon machinetranslation

English to French neural machine translator built using Transformer architecture in NLP.

megatronlm icon megatronlm

This project aims to fine-tune Language Models supported by Hugging Face using Megatron LM with the help of Hugging Face Accelerate.

mlcoursera icon mlcoursera

Machine Learning Course offered by Stanford University and Coursera. Taught By Andrew Ng.

modernnlpinpython icon modernnlpinpython

Course offered by Udemy. Created and taught by Martin Jocqueviel, Kirill Eremenko, Hadelin de Ponteves, & SuperDataScience Team.

multicontexttransformer icon multicontexttransformer

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), Mexico City, Mexico.

naturallanguageprocessing icon naturallanguageprocessing

Course offered by Udemy . Created and taught by Ankit Mistry, Vijay Gadhave, Data Science & Machine Learning Academy.

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