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Actively looking for Full Time role
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  • 04:16 (UTC -12:00)

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Swagath18/README.md

Hi there, I'm Swagath Babu 👋

Welcome to my GitHub! I’m a Machine Learning Engineer, AI Researcher, and Tech Enthusiast with a passion for solving complex problems using cutting-edge technologies in the field of AI/ML. I specialize in Deep Learning, NLP, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Translation and Data Engineering.

About Me

  • 🌱 I'm actively building innovative AI solutions, including RAG-based chatbots, Translation, ML pipelines, and NLP models for real-world applications.
  • 💡 Passionate about transforming complex data into actionable insights through machine learning and deep learning.
  • 💬 I love sharing my knowledge and helping others grow in AI/ML and I was Machine Learning Tutor and Graduate Teaching Assistant for Python and Java at UCLA.
  • 📚 I hold a Master’s in Electrical and Computer Engineering from UCLA, with extensive coursework in Deep Learning, NLP, Computer Vision, and Data Analytics.

⚡ Fun Facts

  • I love exploring new AI/ML research and staying up to date with the latest technologies.
  • I enjoy solving coding challenges.
  • I am passionate about using technology to make a positive impact in the world!
  • In my free time, I enjoy cooking delicious meals, playing basketball, tennis, working out, and spending quality time with friends and family.

Feel free to explore my repositories, and let’s connect if you’d like to collaborate on exciting AI/ML projects!

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  1. Comprehensive_Regression_Model_Evaluation_E2E_ML Comprehensive_Regression_Model_Evaluation_E2E_ML Public

    Comprehensive machine learning project integrating exploratory data analysis (EDA), modular coding, data ingestion, logging, deployment, and CI/CD pipeline. Evaluate various regression models effor…

    Jupyter Notebook 1

  2. GenAI-Ecom-Review-Analyzer GenAI-Ecom-Review-Analyzer Public

    A powerful NLP-based tool for analyzing Walmart product reviews using MLflow, Langchain, and Transformers. It provides sentiment analysis, review summaries, and key e-commerce metrics while trackin…

    Jupyter Notebook 1

  3. Processing_EEG_Data-CNN_LSTM_GRU Processing_EEG_Data-CNN_LSTM_GRU Public

    Analyzing EEG Signals using Neural Networks and Deep Learning | The study evaluates and compares the performance of all 3 methods in classifying and generating motor imagery | Final project for ECE…

    Jupyter Notebook 1

  4. RAG-PDF-Assistant RAG-PDF-Assistant Public

    RAG-PDF-Assistant is a Retrieval-Augmented Generation (RAG) powered chatbot that allows users to upload PDFs and ask questions based on the document content. The assistant processes PDFs, extracts …

    Python 2

  5. SemanticFoodSearch SemanticFoodSearch Public

    Smart Menu Search using ChromaDB - quickstart

    Jupyter Notebook 1

  6. e-Yantra_PlanterBot_National_Robotic_Competition e-Yantra_PlanterBot_National_Robotic_Competition Public

    line follower using image processing on raspberry pi 3 using Opencv PYTHON and simulating on background

    Python