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shanta0338/README.md

Hi there, I'm Shanta Majumder!

Typing SVG

🧠 Focusing on Data Science, Artificial Intelligence & Deep Learning


πŸ‘¨β€πŸ’» About Me

πŸ”¬ NLP Researcher Β· RAG Β· Agentic AI Β· SLMs

πŸ“ Daffodil International University, Bangladesh

πŸš€ Deploying ML models to HuggingFace Spaces

🎯 Targeting MSc in AI β€” Fall 2027 (Sweden / Europe)

🌱 I’m currently learning PyTorch, Spacy, and Advanced NLP

πŸ‘― I’m looking to collaborate on Open Source Data Science Projects

πŸ“« Reach me at: LinkedIn


πŸ› οΈ Tech Stack & Tools

Core AI & Data Science Languages Cloud & Tools
Python
TensorFlow
PyTorch
Pandas
Scikit-Learn
C
Java
JavaScript
PHP
Linux
Git
GCP
Jupyter

πŸ‘€ Profile Visits

Shanta0338 Profile Views

🀝 Connect with me

LinkedIn

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  1. Decision-Fatigue-Predictor Decision-Fatigue-Predictor Public

    A machine learning project designed to predict decision fatigue levels using user data such as decision volume, task switching frequency, sleep patterns, and other behavioral indicators.

    Jupyter Notebook

  2. Multiple-Diseases-Prediction Multiple-Diseases-Prediction Public

    This project implements a stacking classifier ensemble that combines Gradient Boosting, Logistic Regression, and Random Forest algorithms to predict diseases from blood test results

    Jupyter Notebook

  3. Cancer-Bacteria-Detection-Using-CNN Cancer-Bacteria-Detection-Using-CNN Public

    This project implements a deep convolutional neural network (CNN) to classify histopathological images of lung cancer cells into three major types: Adenocarcinoma, Benign, and Squamous Cell Carcinoma.

    Jupyter Notebook

  4. Weather-prediction-using-CNN Weather-prediction-using-CNN Public

    This project leverages a custom CNN model to automatically identify different weather conditions (such as sunny, cloudy, rainy, etc.) from image data.

    Jupyter Notebook

  5. Global-Weather-and-Location-Prediction-Engine Global-Weather-and-Location-Prediction-Engine Public

    This project utilises a deep learning model to classify a country using 10 specific weather features.

    Jupyter Notebook

  6. Detecting-fake-news-using-machine-learning Detecting-fake-news-using-machine-learning Public

    This project focuses on detecting fake news articles using advanced Natural Language Processing (NLP) techniques and classical machine learning models.

    Jupyter Notebook