Aaryaman Kumar

Aaryaman Kumar

Undergraduate Researcher - Neurotech

Followers of Aaryaman Kumar395 followers
location of Aaryaman KumarNew Delhi, Delhi, India

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  • Timeline

  • About me

    Associate Consultant, Technology Consulting | Data & Analytics @ EY | Stats & CS @ UIUC

  • Education

    • University of Illinois Urbana-Champaign

      2019 - 2023
      Bachelor of Science - BS Statistics & Computer Science
  • Experience

    • 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

    • 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

    • 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%.

    • 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.

    • EY

      Sept 2023 - now
      Associate Consultant, Technology Consulting - Data & Analytics
  • Licenses & Certifications

    • Innovations in Investment Technology: Artificial Intelligence

      University of Michigan
      Mar 2025
      View certificate certificate
    • Unsupervised Machine Learning

      IBM
      Sept 2023
      View certificate certificate
    • Portfolio Selection and Risk Management

      Rice University
      Mar 2025
      View certificate certificate
    • Artificial Intelligence in Wealth Management

      University of Illinois Urbana-Champaign
      Mar 2025
      View certificate certificate