MY Projects
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Deep Learning, Neural Networks
AD detection model using custom CNN.
In this project, I developed a deep learning model to detect and classify Alzheimer's disease using MRI scans. Leveraging convolutional neural networks (CNNs), the model distinguishes between various stages of Alzheimer's, including Non-Dementia, Very Mild Dementia, Mild Dementia, and Moderate Dementia. The model achieved an accuracy of 99.58%.
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Machine Learning
Beyond-Keywords: AI-Powered Resume Analyzer and Job Search Tool.
In this project, I developed an AI-driven application that analyzes resumes to identify strengths and weaknesses, suggests suitable job titles, and scrapes job listings from LinkedIn. The tool provides a concise summary of the resume, highlights key information, and offers insights to both job seekers and HR professionals, facilitating informed decisions during the recruitment process.
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Machine Learning, Neural Networks
Image Classifier using Neural Networks.
In this project, I developed an interactive tool that transforms your webcam into a smart object recognizer. Users can define two custom categories, capture images through the webcam, and train the model with a single click. The application then classifies new objects in real-time, making AI-driven image classification accessible and engaging for educators, developers, and enthusiasts alike.
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Machine Learning, YOLOv8
Personal Protective Equipment Detection using YOLOv8.
In this project, I developed an AI application that utilizes a pre-trained model to detect and classify objects within images. The application is designed to process images uploaded by users, identify objects, and display the results, providing an accessible tool for real-time object recognition. The app has been deployed on Streamlit, allowing users to interact with the model seamlessly.
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Machine Learning, OpenCV
Gesture-Controlled Chrome Dinosaur Game.
In this project, I developed a Python application that enables users to control the Google Chrome Dinosaur game using hand gestures. By leveraging computer vision libraries such as OpenCV and PyAutoGUI, the application detects specific hand movements to simulate keyboard inputs. Opening the hand triggers the dinosaur to jump, while closing it (forming a fist) allows the dinosaur to run normally. This innovative approach offers an engaging and interactive way to play the game without traditional input devices.
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Javascript, tailwindcss, html
Personal Website: Showcasing My Professional Journey.
In this project, I created a personal website to highlight my professional experiences, skills, and projects. The website features a portfolio section detailing my work, a services page outlining the offerings I provide, and a contact page for potential collaborations. Designed with a user-friendly interface, the site serves as a comprehensive platform for visitors to learn more about my background and connect with me.
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