Pranav Perumandla

Data Science Intern at i2o Retail
  • Claim this Profile
Contact Information
us****@****om
(386) 825-5501
Location
Berkeley, California, United States, US

Topline Score

Topline score feature will be out soon.

Bio

Generated by
Topline AI

You need to have a working account to view this content.
You need to have a working account to view this content.

Experience

    • United States
    • Retail
    • 1 - 100 Employee
    • Data Science Intern
      • Jun 2023 - Aug 2023

      • Spearheaded the development of code to extract valuable client-level insights, enabling the generation of comprehensive yearly and monthly summaries of KPIs, from raw datasets. • Developed a model, using OpenAI’s GPT 3.5 API, that provided strategic suggestions for promotional strategies for BNL. The model delivered performance summaries of promo campaigns and proposed cross-selling and bundling opportunities to optimize revenue and profit. • Engineered analytical code and applied… Show more • Spearheaded the development of code to extract valuable client-level insights, enabling the generation of comprehensive yearly and monthly summaries of KPIs, from raw datasets. • Developed a model, using OpenAI’s GPT 3.5 API, that provided strategic suggestions for promotional strategies for BNL. The model delivered performance summaries of promo campaigns and proposed cross-selling and bundling opportunities to optimize revenue and profit. • Engineered analytical code and applied machine learning techniques to conduct an in-depth analysis of product suitability for migration from 1P model to 3P model for McGraw Hill. • Assisted in the creation and maintenance of data visualizations and dashboards, facilitating the clear communication of complex data trends and performance metrics to various stakeholders. Show less

    • Technology, Information and Internet
    • Data Science Intern
      • Jan 2023 - May 2023

      Berkeley, California, United States • Utilized SEC EDGAR APIs and SEC-API to query and extract data from SEC filings, streamlining data retrieval and analysis processes, resulting in a 40% reduction in time spent on data collection. • Analyzed SEC filings to extract valuable insights, leading to the creation of impactful data visualizations that effectively communicated key findings to stakeholders. • Leveraged Natural Language Processing (NLP) models - Hugging Face and GPT-3.5 - to augment the analysis of SEC filings… Show more • Utilized SEC EDGAR APIs and SEC-API to query and extract data from SEC filings, streamlining data retrieval and analysis processes, resulting in a 40% reduction in time spent on data collection. • Analyzed SEC filings to extract valuable insights, leading to the creation of impactful data visualizations that effectively communicated key findings to stakeholders. • Leveraged Natural Language Processing (NLP) models - Hugging Face and GPT-3.5 - to augment the analysis of SEC filings, resulting in 20% increase in accuracy, depth, and identification of critical insights. • Worked in a startup environment, applying data science techniques and tools hands-on, and actively contributing to data-driven initiatives, ultimately driving impactful results for the organization. Show less

    • United States
    • Education Administration Programs
    • 1 - 100 Employee
    • Junior Mentor
      • Jan 2023 - May 2023

      Berkeley, California, United States CS 61A: Structure and Interpretation of Computer Programs

    • India
    • Hospitals and Health Care
    • 1 - 100 Employee
    • Business Development Intern
      • Sep 2021 - Oct 2021

      Hyderabad, Telangana, India Market Research and Business Plan Development for International Expansion

    • India
    • Software Development
    • 1 - 100 Employee
    • Software Engineer Intern
      • Oct 2020 - Dec 2020

      Hyderabad, Telangana, India Front-end Development

Education

  • University of California, Berkeley
    Bachelor of Science - BS, Electrical Engineering and Computer Science
  • CHIREC International School
    IBDP, Math AA, Physics, Chemistry - (HL) Economics, English LAL, Spanish ab - (SL)
  • Delhi Public School - India
    CBSE, 97%

Community

You need to have a working account to view this content. Click here to join now