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This project uses OpenAI's LLM and NLP to streamline recruitment by automating interviews, analyzing candidate responses and assessing culture fit. Using Redis for real-time data handling, ensuring…
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Hybrid-Machine-Learning-Models-for-Churn-Prediction-and-Customer-Behavior-Analytics-Using-Big-Data Public
By leveraging customer financial activity data, geographic factors, and demographic attributes, the system aims to identify customers at risk of churn and help banks implement retention strategies.…
Jupyter Notebook MIT License UpdatedJan 3, 2025 -
Traffic-Signal-Violation-Detection-System-Using-Computer-Vision-and-Optical-Character-Recognition Public
Using computer vision and deep learning to develop a system that addresses road safety concerns by analyzing video and image data to detect vehicle violations of traffic signals. Leveraging advance…
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Analyzing NBA player performance and salaries using big data analytics and machine learning. It leverages data preprocessing, statistical analysis, and predictive modeling to provide insights into …
Jupyter Notebook MIT License UpdatedJan 3, 2025 -
Using image processing and computer vision in MATLAB to develop a defect detection system for medical and industrial gloves. It identifies defects like stains, tears, missing fingers, and stitching…
MATLAB MIT License UpdatedDec 31, 2024 -
Weather-Prediction-Using-Machine-Learning-Analytical-Pipeline-with-Random-Forest-RNN-and-SVM-Models Public
This repo uses machine learning to enhance weather forecasting accuracy with the "Weather in Szeged from 2006–2016" dataset from Kaggle. Algorithms like Random Forest, RNN, and SVM are implemented,…
Jupyter Notebook MIT License UpdatedDec 31, 2024 -
The Veterinary Clinic System is a scalable, web-based platform designed to streamline the operations of a Veterinary Clinic and Boarding facility that treats both domestic and exotic animals. The s…
Java MIT License UpdatedDec 31, 2024 -
Text-Classification-of-IMDB-Movie-Reviews-Using-Machine-Learning-Random-Forest-SVM-Naive-Bayes-Model Public
This repo explores sentiment analysis and text classification using natural language processing (NLP) and machine learning techniques. It combines foundational NLP methods like tokenization, stemmi…
Jupyter Notebook MIT License UpdatedDec 31, 2024 -
This repository focuses on essential text preprocessing steps critical for natural language processing (NLP) tasks. It provides a comprehensive exploration of tokenization, stemming, and parts-of-s…
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This Python script detects and classifies shapes in images. It resizes the image, applies Canny edge detection, and finds contours. Shapes are classified as Triangle, Square, Rectangle, Irregular, …
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This project demonstrates image segmentation using the HSV (Hue, Saturation, Value) colour space for object detection. The primary goal of this project was to explore the effectiveness of HSV in se…
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An in-depth analysis of house rental patterns using R, focusing on data preprocessing, exploratory data analysis, and visualization. The dataset includes 4,747 rows of rental data, this project exa…
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This project is a prototype of a smart home control system developed using LabView. The system simulates the management of various household devices such as curtains, television, lights, and doors …
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A Java-based car rental management system implementing core object-oriented programming (OOP) principles such as encapsulation, inheritance, abstraction, and polymorphism. This project lays the fou…
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University Sports Booking mobile application (APSport), designed to streamline the process of booking sports facilities for university students. The app simplifies reservations by allowing users to…
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a standalone desktop application built using C# and integrated with a database. The system is designed to manage and streamline laptop repair operations for a repair shop in Kuala Lumpur, ensuring …
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This repository presents a network design for Arena Technology's new Penang branch, featuring floor plans, topology, IP addressing, and Cisco Packet Tracer simulation.
UpdatedDec 17, 2024 -
Banking-Service-System Public
A Python-based Banking Service System to manage customer accounts, enabling user authentication, transactions (deposits/withdrawals), customer registration, and account statement generation with ro…
Python MIT License UpdatedDec 17, 2024