Experience

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  Sperto

  Aug 2020 - Feb 2021

  Data scientist

  >> Created a dedicated corpus for review analysis of restaurants, especially suited to Indian user reviews on Google>> Ran parallel LSTM and manual feature-based analyzer models on a dataset of about 1500 restaurants in Delhi>> Developed a Random Forest-based predictive model UI specifically targeted to travel-usage and consulting>> The above model provided a hassle free end-to-end experience (eg. given some preferences, outputting ranked places)>> Created a Named Entity Recognizer by fine-tuning the BERT model, helping us in identifying the place from review>> Developed a sentence filter model using BERT, which helped in identifying sections of reviews with useful information Show less

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  Mastercard ai garage

  Jul 2022 - now

  Data scientist