1️⃣ I am currently pursuing my Masters inComputer Sciences at theUniversity of Wisconsin - Madison.
2️⃣ At UW-Madison, I worked with Dr. Ran Zhang to implementRetrieval-Augmented Generation (RAG) andfine-tune LLMs on a custom dataset of radiology reports for enhanced diagnostic insight.
3️⃣ 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.
4️⃣ Before this, I worked as an Associate Engineer - AI/ML at Qualcomm, Hyderabad as part of the AISW team, where I worked on running inference for SOTA ML models andimproving the in-house testing pipeline.
5️⃣ I completed my bachelor'sInformation Technology atSri Sivasubramnaiya Nadar (SSN) College of Engineering, Chennai.
6️⃣ MySign Language Translation using Multi Context Transformer paper won the3rd best paper award at the 20th Mexican International Conference on Artificial Intelligence (MICAI), Mexico City, 2021.
7️⃣ I have published two other papers titledEnd-to-End Speech Recognition of Tamil Language andFake 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 myportfolio website for more details and up-to-date Resume

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

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1. FakeNewsTransformerFakeNewsTransformerPublic

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

   Python

2. MultiContextTransformerMultiContextTransformerPublic 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 2

3. TamilASRTamilASRPublic 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. TermsOfServiceClassificationTermsOfServiceClassificationPublic 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. ClickbaitClassificationClickbaitClassificationPublic archive

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

   Jupyter Notebook 1 1

6. FineTuneLLMFineTuneLLMPublic 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