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Ever heard of the Tortoise tale?!
🐢
Ever heard of the Tortoise tale?!
  • SASTRA University
  • Thanjavur, Tamil Nadu, India.

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balamurugan1603/README.md
image

Hello World 👋

class WhoAmI(DataScienceEnthusiast):

    ''' About myself '''
    
    def __init__(self):
    
        super(WhoAmI, self).__init__()
        self.user = "Balamurugan P"
        self.edu_status = "Pursuing B.Tech in CSE."
        self.edu_institution = "SASTRA University, Thanjavur."
  
        self.passion = [
            "Explore Data",
            "Helping others to get started",
            "Data Science Hackathons",
            "Applied Artificial Intelligence"
          ]
   
    def get_activities():
    
        ''' Returns (exp: list) : Extra curricular and community activities. '''
        
        exp = [
           "Head - Machine Learning Cluster, Developer Community - SASTRA.",
           "Core Team Member, Google Developer Students Club - SASTRA."
         ]
         
        return exp

GitHub stats :


Languages and Tools :

Python C++ C Java

NumPy Pandas scikit-learn TensorFlow Keras


Connect with me :

Linkedin Kaggle

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  1. Neural-Machine-Translator-App Neural-Machine-Translator-App Public

    This is a translator app to translate text from English to Italian using neural machine translation (Seq2Seq) model trained with teacher forcing with over 200k+ sentences with an accuracy of 87.57 %.

    Python

  2. Named-Entity-Recognition-using-Tranformers Named-Entity-Recognition-using-Tranformers Public

    In this repo, I have Fine-tuned BERT using HuggingFace transformers to perform Named Entity Recognition with an overall F1-Score of 0.87.

    Jupyter Notebook 1

  3. English-to-Italian-Neural-Machine-Translator English-to-Italian-Neural-Machine-Translator Public

    This repo contains training notebook and TFLite conversion notebook of the Neural machine translation model developed using TensorFlow.

    Jupyter Notebook

  4. AI-Chatbot-EduBot-v1-and-v2-SASTRA-using-NLP AI-Chatbot-EduBot-v1-and-v2-SASTRA-using-NLP Public

    This repo contains an Intent-matching-based chatbot that can reply to the questions regarding a specific educational institute.

    Python 6 5

  5. Sentiment-extraction-using-NLP Sentiment-extraction-using-NLP Public

    This repo contains notebooks for analysis of text data using various EDA techniques and sentiment extraction using different models which use various vector space representations.

    Jupyter Notebook 1

  6. Traffic-Sign-Recognition-using-custom-CNN Traffic-Sign-Recognition-using-custom-CNN Public

    This repo contains notebooks used for training a CNN-based model with more than 70k images to correctly recognize 43 unique classes of traffic signs with an accuracy >97%.

    Jupyter Notebook