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ishakulkarni011/README.md

Hi 👋, I'm Isha Kulkarni

AI Engineer | Python | RAG | Machine Learning

🚀 Building practical AI & ML systems that crawl data, retrieve knowledge, and reason with LLMs

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👩‍💻 About Me

  • 🤖 Building AI-powered applications with a focus on Retrieval-Augmented Generation (RAG)
  • 🔎 Hands-on experience with web crawling, indexing, and semantic search
  • 🐍 Strong in Python, backend APIs, and ML workflows
  • 🧪 Exploring LLM-driven automation for testing and developer productivity
  • 📈 Passionate about shipping end-to-end intelligent systems

🛠️ Tech Stack

💻 Languages

  • Python
  • JavaScript (React / Node.js)
  • TypeScript
  • Java

🧠 ML & AI

  • TensorFlow, PyTorch
  • NLP, Retrieval-Augmented Generation (RAG)
  • Vector Embeddings, Semantic Search
  • LLM Fine-tuning & Prompt Engineering

🧰 Frameworks & Tools

  • Flask, React
  • Git, Linux

🗄️ Databases

  • MySQL
  • MongoDB

🚀 Featured Projects

  • 🔎 CrawlAI_RAG
    AI-powered website crawling, indexing, and natural language Q&A using Retrieval-Augmented Generation (RAG)

  • 🧠 SimpleSense
    Lightweight Python-based system for sensor data processing and intelligent signal analysis

  • 🧪 Test_Script_Migrator
    LLM-based framework to migrate Protractor tests to Python Selenium

  • 🧠 Human Activity Recognition
    End-to-end machine learning pipeline using wearable sensor data

🤝 Connect With Me

✨ Turning ideas into intelligent, real-world solutions

Popular repositories Loading

  1. portfolio_website portfolio_website Public

    HTML

  2. ishakulkarni011.github.io ishakulkarni011.github.io Public

    Portfolio Website

    HTML

  3. Human_Activity_Recognition Human_Activity_Recognition Public

    This project implements a complete Human Activity Recognition (HAR) pipeline using wearable accelerometer data.

    Jupyter Notebook

  4. SimpleSense SimpleSense Public

    Python

  5. Test_Script_Migrator Test_Script_Migrator Public

    LLM-powered framework for migrating Protractor tests to Python Selenium using FastAPI, Streamlit, and a fully local open-source LLM.

    Python

  6. CrawlAI_RAG CrawlAI_RAG Public

    CrawlAI RAG is an AI-powered website intelligence platform that allows users to crawl entire websites, index their content, and ask natural-language questions using Retrieval-Augmented Generation (…

    Python