Tapojyoti Paul

Tapojyoti Paul

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location of Tapojyoti PaulKolkata, West Bengal, India

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  • Timeline

  • About me

    Associate Manager - Data Science at EY

  • Education

    • Indian Institute of Technology (Indian School of Mines), Dhanbad

      2013 - 2015
      Master’s Degree Mathematics and Computer Science
    • St.Xavier's College, Kolkata

      2010 - 2013
      Bachelor’s Degree Mathematics and Statistics
  • Experience

    • Fiind Inc.

      Jun 2015 - Jul 2017
      • Senior Analyst

        Jan 2017 - Jul 2017
      • Business Analyst

        Jun 2015 - Dec 2016
    • Accenture

      Sept 2017 - Mar 2022

      Job responsibilities include regular interaction with onshore and offshore leads, key client stakeholders to understand business problems, and providing accurate, data-driven solutions using statistical analysis, hypothesis testing, and mathematical models. Also, developed ETL workflows using Python, SQL, R, PySpark, cloud platforms, etc. to provide end-to-end solutions. - Analyze and build ensemble ML models (using logistic regression and GBM) to detect churn for two key products in B2B Space which helped the client to detect the churners for a leading US telco client. Also managed the day-to-day deliverables of the offshore team and maintained seamless communication with the onshore and client team.- Developed scripts & ran performance benchmarking between CPU & GPU for different ML/DL methods (Conv2D, BERT, XGBoost DenseAE, etc.) on AWS EC2 for the largest Semiconductor Company in US- Wrote several web crawlers in python to obtain firmographic, demographic, digital & technographic information using Beautiful Soup, Selenium and Google API for lead prioritization for multiple clients- Helped a leading social media client to bridge the gap between the consumer and the advertiser by drawing actionable insights from unstructured data using NLP & topic modeling (LDA) in python Show less

      • Consultant

        Jun 2019 - Mar 2022
      • Analytics Analyst

        Sept 2017 - May 2019
    • EY

      Mar 2022 - now
      Associate Manager
  • Licenses & Certifications