Maria Akter Mukti

Medical Insurance Cost Prediction using Machine Learning (Random Forest), including preprocessing pipeline, hyperparameter tuning, model evaluation, and Gradio web app deployment.

Interactive HSC GPA predictor using Python, Gradio, and Random Forest model.

My clone repository

This project presents a smart water quality monitoring system using Arduino Uno. It measures pH, TDS, and temperature in real time and displays the data on an OLED screen. The system automatically detects unsafe water, activates purification, and sends alerts via ESP32 for remote monitoring.

A collection of beginner to intermediate-level mini projects built using Python. These projects help strengthen core programming concepts and improve problem-solving skills.

General Knowledge Question Answering System using Recurrent Neural Network (RNN), NLP, and Deep Learning.

A PyTorch-based CNN model to classify 38 plant diseases from the PlantVillage dataset. Includes data loading, training loop, and evaluation. Achieves high accuracy on a subset; can be extended to full dataset.

End-to-end PyTorch project for Fashion MNIST classification using an ANN.