Rohan Tade

Experience

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  Rohan Tade Presents

  Mar 2020 - now

  Photo Editor

  Photography, Photo Editing, videography, graphic design

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  Edunet Foundation

  Aug 2023 - Oct 2023

  Artificial Intelligence Intern

  • Developed a robust sentiment analysis algorithm for restaurant reviews using a supervised machine learning approach.• Conducted data cleaning processes, including formatting data, removing blanks, and eliminating stop words to enhance the quality of the training dataset.• Implemented a classification model using the Multinomial Naive Bayes algorithm, achieving accurate sentiment analysis results for diverse inputs.• Divided the training corpus into 70% and 30%, utilizing the former for model training and the latter for evaluation, employing metrics such as accuracy, precision, and recall.• Identified Extra Trees Classifier Algorithm as the most effective for the restaurant review dataset, achieving an impressive accuracy score of 81%, while highlighting limitations with the KNeighbours Classifier Algorithm (67.5%). Show less

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  Excelerate

  Aug 2023 - Sept 2023

  Data Analyst Intern

  • Collaborated as the project manager within an 8-member team, responsible for data visualization and overall project coordination.• Analyzed key performance indicators for 11 campaigns within Facebook's SuperHeroU campaign dataset, and conducted an in-depth evaluation of KPIs.• The analysis reveals a potential for a 14.5% increase in income by excluding campaigns 3,10 and 11.