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Amarja Indapwar

Amarja Indapwar

Data Scientist with over 4 years of industrial experience and 5+ years of expertise in developing Machine Learning, Deep Learning and Natural Language Processing applications along with 3 International publications.
  • Role

    Data Scientist

  • Years of Experience

    5 years

Skillsets

  • Docker - 2 Years
  • Mongo DB
  • Data Processing
  • Data Modeling
  • C++
  • Restful APIs - 2 Years
  • AWS - 1 Years
  • Pytorch - 3 Years
  • Model evaluation - 3 Years
  • RESTful API - 1 Years
  • LLMs - 3 Years
  • GPT-4 - 1 Years
  • Flash - 3 Years
  • machine_learning - 4.8 Years
  • TensorFlow - 1 Years
  • Natural Language Processing - 4 Years
  • Scikit-learn - 2 Years
  • Seaborn - 3 Years
  • Matplotlib - 3 Years
  • Numpy - 3 Years
  • Pandas - 3 Years
  • MySQL - 2 Years
  • Python - 5 Years
  • NLP - 2 Years
  • Deep Learning - 4.8 Years

Professional Summary

5Years
  • Aug, 2021 - Aug, 20232 yr

    Data Scientist

    Halliburton Development Center
  • Oct, 2020 - Jul, 2021 9 months

    Software Developer Trainee

    Toshiba Software India Pvt. Ltd.
  • Jun, 2018 - Aug, 20191 yr 2 months

    Data Analyst

    Admin Academy

Applications & Tools Known

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    Docker

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    Flask

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    HTML

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    Angular

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    Kubernetes

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    Pandas

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    Matplotlib

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    Seaborn

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    Sklearn

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    NLP

Work History

5Years

Data Scientist

Halliburton Development Center
Aug, 2021 - Aug, 20232 yr
    Implemented deep learning models for fault detection, achieving a 75% increase in accuracy. Developed and implemented machine learning algorithms to predict key parameters for data enhancement, resulting in 60% improvement in image clarity and detail.

Software Developer Trainee

Toshiba Software India Pvt. Ltd.
Oct, 2020 - Jul, 2021 9 months
    Worked as a team member for development of a healthcare project, integrating REST API on data and ensuring secure Docker deployment, achieving a 98% accuracy rate in transactions.

Data Analyst

Admin Academy
Jun, 2018 - Aug, 20191 yr 2 months
    Applied Natural Language Processing techniques like preprocessing, RNN and BERT to student data, yielding a 20% improvement in academic trend identification. Extracted actionable insights from feedback, contributing to a 15% increase in student satisfaction.

Achievements

  • Silver Medalist MANIT Bhopal

Major Projects

3Projects

Seismic Data Parameter Prediction

    Predicted best window parameters for image clarity and human dependency reduction, applied predictive analytics expertise on geophysics features. Achieved 93.6% using accuracy metrics given by Random Forest. Implemented an intuitive Tkinter GUI for real-time predictions, resulting in improved decisions and a 60% efficiency gain.

Seismic Data Analysis for Geophysics Imaging

    Applied Deep Learning to identify faults in the seismic data to gain insights related to presence of oil. Achieved geophysics image fault detection accuracy score (0.91) with CNN. Collaborated with cross-functional teams to align data science solutions with business objectives, saving 22% in exploration costs.

Student Analysis

    Led the development of a student performance prediction model, leveraging tokenization, stemming, and ML techniques, leading to a 25% increase in student retention. Utilized the F-Beta score (0.89) to ensure a balanced assessment of precision and recall.

Education

  • M.Tech in Information Security

    National Institute of Technology Bhopal (2021)

  • B.E. in Computer Science

    Rajiv Gandhi College of Engineering and Research (2018)

Certifications

  • Machine learning engineer

  • Transformers: text classification for nlp using bert

  • Deep learning foundation