Pranav Perumandla
Data Science Intern at i2o Retail- Claim this Profile
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Bio
Experience
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i2o Retail
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United States
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Retail
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1 - 100 Employee
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Data Science Intern
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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
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Wisdm
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Technology, Information and Internet
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Data Science Intern
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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
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Computer Science Mentors
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United States
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Education Administration Programs
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1 - 100 Employee
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Junior Mentor
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Jan 2023 - May 2023
Berkeley, California, United States CS 61A: Structure and Interpretation of Computer Programs
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Anvayaa Kin Care Private Limited
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India
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Hospitals and Health Care
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1 - 100 Employee
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Business Development Intern
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Sep 2021 - Oct 2021
Hyderabad, Telangana, India Market Research and Business Plan Development for International Expansion
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Incentives Software
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India
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Software Development
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1 - 100 Employee
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Software Engineer Intern
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Oct 2020 - Dec 2020
Hyderabad, Telangana, India Front-end Development
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Education
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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%