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Data Scientist

BMT Score
84
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  • Remote

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About Vardaan

Tech Stack Expertise

  • Tech Stack Expertise

    Python

    TensorFlow,Keras,PyTorch

    0 Years

Work Experience

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Data Scientist

  • January 2020 - December 2022 - 3 Year
  • India

Projects

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Ticket Management

  • April 2022 - June 2022 - 3 Months
Technologies
Role & Responsibility
    Cleansing of whole Dataset and obtaining a clean dataset.
     Balancing the data distribution by using several types of Augmentation.
     Using various Algorithms like Supervised Learning, Ensembled techniques, Neural Networks, LSTM, BERT for Ticket Classification.
     Deciding best trained model by using Performance Metrics like Recall, Precision, F1-score & eliminating overfitted models.
     
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Sequential Natural Language

  • March 2022 - April 2022 - 2 Months
Technologies
Role & Responsibility
     Part 1 implementing a sequential NLP based text classifier for a company in digital content & entertainment industry, using input text parameters to determine the customer's sentiments based on customer reviews in IMDB database.
     Part II Implementing a sequential NLP based text classifier for a social media analytics company using input text parameters to determine the customer sentiments for sarcasm detection
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Industry Expertise

Education

Education

in Mechanical Engineering

Noida University
  • June 2015 - June 2019

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