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PRIYA PATIDAR

Data Scientist

  • UTTAR PRADESH, MP
  • 16 years
Notice Period: 30 Days

    Candidate's About

    I am a DATA SCIENCE enthusiast with a PG program in Data Science & Neural Networks completed at Data Trained Education Noida. Additionally. I possess skills in multiple Data Science tools such as Python, NumPy, Pandas, SQL, Matplotlib, Seaborn, Machine Learning Algorithms, Statistical analysis, Web scraping, and Tableau.

    Work & Experience

    D

    Data Science (Intern)

    Jun 22 - Dec 22

    Technology

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      Data Modeling
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      Excel
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      Python
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      SQL
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      Tableau
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      Selenium
    • Completed a 6-month internship where I successfully completed 17 capstone projects.
    • Employed web scraping techniques for data collection.
    • Cleaned and analyzed the collected data.
    • Utilized data visualization techniques for insightful representation.
    • Built Machine Learning models to derive valuable insights from the data.
    S

    Senior Engineer

    Nov 08 - Aug 20

    Technology

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      Python
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      SQL
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      Tableau
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      Selenium
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      Data Modeling
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      Excel
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      Machine Learning
    • Applied innovative architectural design concepts and advanced professional knowledge.
    • Verified 100% construction documentation to meet client requirements and vision.
    • Monitored and analyzed project costs.
    • Executed civil maintenance works for the plant and township.
    • Followed up with contractors and other agencies to ensure timely completion of jobs.
    J

    Junior Engineer

    Aug 02 - Feb 07

    Technology

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      Python
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      SQL
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      Tableau
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      Selenium
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      Data Modeling
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      Excel
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      Machine Learning
    • Executed work and coordinated with clients to meet project requirements.
    • Followed up with subcontractors to ensure timely completion of jobs.
    • Handled billing processes efficiently.
    • Maintained quality control standards for accurate measurements, illustrations, and documentation.

    Micro-Credit-Defaulter

    Senior Engineer

    • Built a predictive model to determine if customers would repay the loaned amount within the given time period for a Microfinance Institution (MFI) project.
    • Demonstrated the significance of effective sampling and modeling with an imbalanced dataset.
    • Overcame challenges such as improper scaling, excessive features, hidden features, imbalanced, and skewed data due to outliers.
    • Scaled the data using sklearn's StandardScaler to a single scale.
    • Acknowledged limitations in achieving 100% accuracy in fraud detection but successfully developed a system that performs most of the required tasks.
    • SQL
    • Python
    View Details

    Used Car Price Prediction

    Senior Engineer

    • Car market changes due to COVID-19 impact affect small traders selling used cars.
    • Client needs new ML models for car price valuation.
    • Objective: Build a model to predict used car prices using various ML models.
    • Completed Data Trained courses in NLP, Deep Learning, and Business Analytics.
    • Overcame challenges with data scaling, feature engineering, and imbalanced data.
    • Achieved 94.32% R2 score in model predictions.
    • Machine Learning Models
    View Details

    Education

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    PG Program in Data science, Machine Learning and Neural Networks

    Data Trained
    2022 - 2023
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    BACHELOR OF ARCHITECTURE

    NATIONAL INSTITUTE OF TECHNOLOGY
    1997 - 2002

    Certificates

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    Data And Machine Learning Projects Completion |Data Trained| Noida | 2022-2023

    Data Trained
    2022 - 2023
    D

    Business Analytics With Tableau| Data Trained| Noida | 2022-2023

    Data Trained
    2022 - 2023
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    NLP With Machine Learning |Data Trained| Noida | 2022-2023

    Data Trained
    2022 - 2023
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    Deep Learning |Data Trained| Noida | 2022-2023

    Data Trained
    2022 - 2023