REAL TIME TRAFFIC DENSITY ANALYSIS USING YOLO V11
This project implements a real-time traffic analysis system using the YOLOv11 object detection model. It processes video frames to detect vehicles, evaluates traffic intensity, and logs the results. The system allows users to define an Area of Interest (AOI) for vehicle counting and since I made use of a pre-trained YOLO v11 model, there is not much thing to do about performance evaluation.
BOT DEVELOPMENT AND DEPLOYMENT USING GOOGLE DIALOGFLOW
I developed a conversational AI chatbot using Google Dialogflow, enabling a new window to create powerful stand alone chatbots and virtual assistants that streamline customer interactions and improve user engagement. With my expertise, I've successfully created and integrated chatbots into a dummy website and messaging platforms like Telegram, leveraging the advanced capabilities of Google Dialogflow. Please understand that it's not a fully developed product but a demo. Well, it actually does all the work done by a stand-alone bot and I can ensure you that if you want a complete version of this product, you can contact me on my LinkedIn to discuss the time and other things.
SPINE SOOTHE A RULE BASED EXPERT SYSTEM
This project provides a very good idea of a rule-based system in AI consisting of a UI, a Rule, and KnowledgeBase. I made this project to experiment with what a rule-based expert system is and how it works. It is not a complete product but more like a demo to a rule-based expert system.
CUSTOMER INFORMATION MANAGEMENT SYSTEM USING SQLITE AND PYTHON
The customer information management system is a simple Python application integrated with SQLite, offering a straightforward approach to managing customer information. Utilizing SQLite's embedded database engine, the system operates seamlessly without the need for a separate server process. Despite its command-line interface, the application efficiently handles customer data operations, including insertion, display, updating, and deletion.
NETFLIX MOVIE RECOMMENDATION SYSTEM USING MACHINE LEARNING
This is an AI project. What we do here is take in 10000+ data on movies and recommend the user 5 movies that they searched or viewed using the content-based filtering approach with machine learning.
DATA VISUALIZATION USING MICROSOFT POWER-BI
This project contains data visualization projects done using Microsoft Power BI software, which is very famous for data visualization and analytics. The visualization is in the form of dashboards making it easier and simple to understand.
CONTACT MANAGEMENT SYSTEM USING SQLITE AND PYTHON
The Contact Management System is a Python application that streamlines contact management tasks through a SQLite backend database. It offers essential functionalities such as adding, deleting, updating, and checking contacts. Implemented with a command-line interface for simplicity and portability, it ensures easy accessibility and efficient handling of contact information.
IMAGE EDITING APP USING PYTHON, PILLOW & TKINTER
This code creates a simple app for editing images using Python and a library called Tkinter. The app has a window where you can load an image, rotate it, make it black and white, sharpen it, or mirror it. There are buttons for each of these actions. You can also save your edited image or go back to the original version. When you load an image, it gets resized to fit the window.