Aaryaman Kumar

Experience

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  University of Illinois Urbana-Champaign

  Sept 2020 - Dec 2020

  Undergraduate Researcher - Neurotech

  Collaborated with a team of 4 undergraduates to develop a remote control car that operates based on neural signals using a KNN machine learning algorithm to categorize different stimuli

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  University of Illinois Urbana-Champaign

  Mar 2021 - Oct 2022

  Undergraduate Researcher - Student Success, DTI Group

  - Developed a classification model to predict academic performance of students in the GIES College of Business based on their college records, with an accuracy of over 80%.- Preprocessed all the raw datasets and adapted the model to Azure Machine Learning Studio

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  Highsy

  Sept 2021 - Dec 2021

  Data Science Intern

  - Worked with a team of 3 data scientists to develop a perspective engine that takes in user data and provides results ranked according to their backgrounds, preferences, social media profiles etc.- Successfully increased the accuracy of the perspective engine by 15% through implementing new data pre-processing techniques.- Extracted and processed college, car-rental, flight and hotel data and increased the consumer database by 30%.

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  EY

  Jun 2022 - Aug 2022

  Data & Analytics Intern

  - Worked on the preprocessing of a Natural Language Processing model that classifies bilingual/code-mixed text data for user feedback categorization- Leveraged the CSNLI library and mBart to transliterate and then translate the code-mixed data, mined from YouTube comments and replies, to a single language- Successfully increased accuracy of translation by 10% by incorporating new techniques.

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  EY

  Sept 2023 - now

  Associate Consultant, Technology Consulting - Data & Analytics