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amankumawat-567/README.md

Hi there 👋

logo

About Me ✨

amankumawat-567

😊 I'm a Machine Learning Enthusiast, Software Developer, and Digital Artist.

🌱 Currently pursuing my B.Tech in Mechanical Engineering at MNIT Jaipur

🔭 I've found my passion in AI and ML. I love solving complex problems and building meaningful projects using my skills in programming and data science.

🎨 I also have a deep interest in creative digital work and photography.

🌐 Have a look at CodeLore—my portfolio of projects and blogs!

🌟 Follow me on:

aman-kumawat-423317273   aman_kumawat   __aman_kumawat__

🧑‍💻 On Going Projects

  • ML from Scratch

    • A NumPy-based library implementing various machine learning algorithms for classification, clustering, and regression tasks.
    • Aim 🎯 : To add more Alogorithms to it.

  • Stock Trader

    • A reinforcement learning model for stock trading using deep Q-learning.
    • Aim 🎯 : Increase relivent input parametrs and add a better algorithm for selling buying

✍️ Blogs

I write about Machine Learning, Deep Learning, and Data Science. Some of my latest blogs:

📌 Beyond the Cave: AI’s Search for the Ideal Reality
📌 AI Myths Busted: It’s Not Magic, It’s Logic!
📌 Support Vector Regression(SVR): How to Use SVMs to Model the Unknown

💻 My Tech Stack

Python JavaScript MySQL MongoDB SQLAlchemy FastAPI TensorFlow NumPy scikit-learn Pandas Matplotlib Langchain Huggingface Git GitHub Docker Jupyter Notebook

📊 GitHub Stats:


💡 Always open to collaborations! Let's connect and build something amazing 🚀

CODELORE aman-kumawat-423317273 amankumawat567 __aman_kumawat__

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  1. MLfromScratch MLfromScratch Public

    MLfromScratch offers pure NumPy implementations of fundamental machine learning algorithms for classification, clustering, preprocessing, and regression. Designed for educational exploration, each …

    Python 3

  2. StockTrader StockTrader Public

    A reinforcement learning model for stock trading using deep Q-learning

    Python 2 1

  3. RAG-QnA-Summarizer RAG-QnA-Summarizer Public

    Forked from amansin05/RAG-QnA-Summarizer

    The RAG-QnA-Summarizer is a Streamlit-based chatbot application that leverages LangChain for advanced document processing and question-answering. It can handle PDF and URL inputs, providing accurat…

    Jupyter Notebook 1

  4. Nlp-Based-MailSearch Nlp-Based-MailSearch Public

    Forked from amansin05/Nlp-Based-MailSearch

    NLP-Based MailSearch is an email search application that leverages BERT-based semantic search for efficient retrieval of emails using natural language queries. It processes email datasets, uses BER…

    Python 2