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Tushar

SME Developer
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Location Pune
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Total Views139
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Member since30+ Days ago
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Contact Details
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Candidate Information
  • User Experience
    Experience 6 Year
  • Cost
    Hourly Rate$3
  • availability
    Availability3 Week
  • work from
    Work FromOnsite
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    CategoryInformation Technology & Services
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    Last Active OnJune 20, 2024
Key Skills
AWS(SagemakerRedshift)Data VisualizationPythonMachine LearningSQLMaths and StatisticsMs-ExcelProduct Designing
Education
2010-2014

Btech(Mechanical Engineering)
Gandhi Institute of Engieering technology, Gunupur

Summary

PROJECTS PhonePe Sentiment Analysis - Tools Used- Python (Spacy, NLTK), Data Visualization, Feature Engineering - Web Scraping, Data Cleaning, Data Analysis, Data Visualization, Classification, Sentiment Analysis - Imported 40000 data into python from Google play store, Apple play store, and twitter API on PhonePe. - Classified the data into 3 categories. i.e. reviews related to payment, AppUI and Offer - Performed Sentiment Analysis using Vader and Classified reviews into Positive, Negative, or neutral ones. Predicting the price of new user booking (Airbnb) - Tools Used- Python, Machine Learning - Data Preprocessing, Data visualization, and EDA - Predictive Modeling, Linear regression, Lasso, Ridge, LGBMR - Trained the dataset using LGBMRegressor algorithm - The model performed with an R-square of 0.82. Predicting Medical Appointment - Tools Used- Python, Machine Learning - Data cleaning, Data Preprocessing, Data Visualization, EDA - Predictive Modeling, Logistic regression, Random Forest Classifier, LGBMClassifier, XGBClassifier - Trained the dataset using Logistic Regression algorithm - The model performed with an accuracy of 89.91%.

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