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imruchi/README.md

πŸ‘‹ Hello! I'm Ruchi :)

About Me

I’m Ruchi Bommaraju, a graduate student at Northwestern University, pursuing a Master of Science in Artificial Intelligence (MSAI). I hold a bachelor’s degree in Data Science and Artificial Intelligence, and my passion lies in leveraging cutting-edge AI techniques to solve real-world challenges.

With a strong foundation in machine learning, data science, and generative AI, I aim to create sustainable and impactful solutions to address complex, multidisciplinary problems. My work is driven by curiosity, collaboration, and a commitment to making a positive difference through technology.

πŸ“¬ Connect with Me


πŸ› οΈ My Skills

Interests

Machine Learning β€’ Data Science β€’ Artificial Intelligence β€’ Deep Learning β€’ NLP β€’ Computer Vision β€’ Neural Networks

Programming Languages

Software & Tools

Git Badge GitHub Badge VS Code Badge Jupyter Notebook Badge HTML Badge CSS Badge

Operating Systems

Windows Badge Linux Badge macOS Badge


πŸ† Experience

πŸ“Œ TATA Consultancy Services (GenAI and Data Science Intern)

  • Spearheaded unstructured data pipeline development, optimizing workflows by 40%.
  • Integrated NLP with AutoML for adaptive model tuning.

πŸ“Œ CodeCrux (DevOps Intern)

  • Automated CI/CD pipelines using Jenkins & Docker for streamlined deployments.

πŸ“Œ Ermin Automotive (ML Intern)

  • Built sales prediction models, improving accuracy by 15%.

πŸ“š Projects and Publications

Sentiment Analysis of Bitcoin Data (IEEE Xplore)

  • Achieved 87% classification accuracy on Bitcoin tweets using Naive Bayes.

Hand Gesture Recognition System

  • Developed a CNN-based sign language recognition tool with 90% real-time accuracy.

Bicycle Demand Forecasting

  • Predicted demand during COVID-19, aiding smart city planning.

Pinned Loading

  1. weavehacks2 weavehacks2 Public

    Python 3

  2. FaceSwap FaceSwap Public

    Deep Fake Face Swap using Diffusion Models

    Python 1

  3. PayDisparity PayDisparity Public

    MSAI-339 Data Science Project

    Jupyter Notebook

  4. Sentiment-Analysis-of-Bitcoin-Data Sentiment-Analysis-of-Bitcoin-Data Public

    Python