AI & Machine Learning Projects

Deep learning, computer vision, and natural language processing projects demonstrating applied AI skills

Computer Vision
Deep Learning Python CNN

Brain Tumor Classification & Segmentation

Deep learning project using Convolutional Neural Networks for brain tumor detection and segmentation from MRI scans.

Explore more: github.com/malakasaber/Brain-Tumor-Classification-Segmentation

Natural Language Processing
NLP Python Machine Learning

Sentiment Analysis

Machine learning project applying NLP techniques to classify text sentiment as positive, negative, or neutral.

Explore more: github.com/malakasaber/Sentiment-Analysis

Machine Learning, Deep Learning
Python NumPy ML from Scratch

Machine Learning Models From Scratch

Implemented fundamental ML and DL algorithms from scratch in Python with NumPy—exploring the inner workings of each model.

Explore more: github.com/malakasaber/Machine-Learning-Models-From-Scratch

Machine Learning, Deployment
Python Django ML Deployment

Model Deployment Using Django

Created a web app using Django to serve machine learning models—turning offline models into interactive web-based services.

Explore more: github.com/malakasaber/Model-Deployment-using-Django

Machine Learning, Deployment
Python Flask Prediction App

Hotel Reservation Booking Status Predictor

A Flask app predicting hotel booking status using machine learning models, wrapped in an interactive web interface.

Explore more: github.com/malakasaber/HotelReservation-BookingStatusPredictor-withFlask

Machine Learning, Deployment
Python Random Forest Deployment

Random Forest Hotel Reservation Model Deployment

Deployed a Random Forest-based hotel reservation status predictor, integrating the model into a deployable application.

Explore more: github.com/malakasaber/Random-Forest-Hotel-Reservation-Model-Deployment

Information Retrieval, NLP
Python Web Crawler IR

IR Web Crawler

A web crawler built in Python for collecting and processing web data to support information retrieval tasks like indexing and search.

Explore more: github.com/malakasaber/IR_WebCrawler