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kamalesh003/README.md

Hi there 👋

Welcome to my GitHub! I'm passionate about building impactful AI solutions and contributing to my own imagination projects. Here, you'll find a collection of my work, ranging from classic machine learning applications to RAG and LLM Fine-tuning.

Technologies & Tools

🔧 Tech Stack

Programming Languages

Python

NLP & LLM Stack

Hugging Face LangChain spaCy NLTK

AI & LLM

RAG LLM Fine-tuning

Vector Databases

FAISS ChromaDB

ML / DL Frameworks

TensorFlow PyTorch Scikit-learn

Data Analysis & Visualization

NumPy Pandas SciPy Matplotlib

Top Languages

Top Languages

design1

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  1. Ireland-Law-RAG-Chatbot Ireland-Law-RAG-Chatbot Public

    An AI-powered legal assistant built with FastAPI, LangChain, ChromaDB, Redis, and GPT-4 to deliver concise, context-aware answers grounded in Irish law.

    HTML

  2. Liver-Tumor-Segmentation-and-Report-Generation-Web-App Liver-Tumor-Segmentation-and-Report-Generation-Web-App Public

    This platform uses state-of-the-art TFLite models for liver tumor segmentation, advanced radiomics feature extraction (GLCM & LBP), PDF report generation and innovative 3D visualizations—including …

    Jupyter Notebook

  3. Brain-Tumor-Classifier-Web-App Brain-Tumor-Classifier-Web-App Public

    This web app enables automated brain tumor diagnosis by classifying MRI images into four categories. Leveraging the combined insights of multiple AI models, it delivers fast and accurate predictions.

    Jupyter Notebook

  4. SymVar-CoT-model SymVar-CoT-model Public

    SymVar-CoT is stepwise reasoning expressed in formal symbols or variables, rather than in natural language sentences. It’s the CoT variant that prioritizes formal correctness and consistency over u…

    Jupyter Notebook

  5. VectorSearch-with-HNSW VectorSearch-with-HNSW Public

    VectorSearch with HNSW is a implementation of the Hierarchical Navigable Small World (HNSW) algorithm for efficient similarity search in high-dimensional vector spaces. This project demonstrates pr…

    Jupyter Notebook

  6. Oil-Spill-Detection-Using-U-Nets Oil-Spill-Detection-Using-U-Nets Public

    This project uses a U-Net deep learning model to detect oil spills from satellite images. With an encoder–decoder CNN and image preprocessing, it precisely segments spill regions. The system automa…

    Jupyter Notebook 1