🏨 Hotel Booking System: Streamlined and efficient booking process.
📅 Tourist Predictions: Month and year-specific forecasts for better planning.
🏠 House Price Prediction: Accurate pricing based on year, month, and other key factors.
🔒 Secure Login Authentication: Ensures user data safety and privacy.
This project leverages Django to create a comprehensive solution that simplifies hotel bookings, aids in tourist forecasting, and predicts house prices with precision. A robust authentication system ensures secure user access.
Dataset: Kaggle, Google Data Set, News Articles, Open Data Pakistan
Tools: Python, NLP, NLTK, Plotly, Spacy
📊 This project dives into the crime trends in Pakistan using advanced data analysis and visualization techniques. It identifies criminal activity patterns across various regions, presenting easy-to-grasp insights.
🧠 With Natural Language Processing and Deep Learning, it even predicts city safety. Our user-friendly models are designed to benefit policymakers, law enforcement, and the public.
I've developed a fully responsive website using the Flask framework, which leverages a CNN model to display product advertisements based on age. The system allows the admin to upload images and videos of ads, ensuring targeted advertising.
Key Features:
📸 Admin uploads images and videos for product ads
🧠 CNN model classifies users by age for targeted ad display
📊 Shows product advertisements tailored to the user's age group
📱 Fully responsive design optimized for all devices
⚡ Fast and efficient ad display system with a user-friendly interface
This project demonstrates my ability to integrate machine learning with web development to deliver personalized content based on user characteristics.