Somaya Jain

About Somaya Jain

I am a graduate student at Carnegie Mellon University, pursuing a Master’s in Information…

Experience

1. Analyst (Data Scientist)

   Capgemini

   Nov 2023 — Present · Bangalore Urban, IN

   Spearheaded the development of a vernacular AI chatbot leveraging the Mistral 7b model, enabling multilingual query handling and boosting user engagement by 45% across diverse demographics.• Developed an efficient document analysis system using AWS SageMaker, Bedrock, and S3, leveraging Anthropic Claude V2 for text extraction and Amazon Titan embeddings for vectorization; streamlined document processing, reducing review time by 40% and enhancing preparation speed and accuracy.• Conducted in-depth analysis of Renewable & Non-Renewable energy datasets, employing advanced data visualization techniques to uncover actionable insights, contributing to strategic energy planning and improving decision-making speed by 25%.• Developed and deployed a robust time series algorithm(ARIMA) for predicting energy consumption forecasts over the next 10 years across 150+ countries with an accuracy rate of 88%, driving data-driven decision-making and enhancing forecast accuracy by 20%.• Developed an automated Image Analysis Tool for efficient image categorization, achieving over 90% classification accuracy by leveraging Claude 3.5 Sonnet with prompt tuning, Amazon Titan embeddings, and AWS services (Bedrock, SageMaker); deployed on Streamlit, reducing manual effort and enhancing inventory management efficiency.

Education

• Medi-Caps Institute of Science & Technology , AB Road, Pigdamber (Rau) Indore-453331

  Bachelor of Technology - BTech

  2019 — 2023

• Carnegie Mellon University

  Master's degree