Projects
A collection of software projects, research implementations, and tools I've developed across various domains of computer science.
AWS Developer Account Security Enhancement
Enhanced AWS developer account security by creating restricted IAM SSO roles, removing unnecessary users, and implementing comprehensive security enhancements.
FeaturedTime & Cost Reduction in End-to-End Machine Learning Pipeline
Developed an end-to-end ML pipeline using Amazon SageMaker and AWS tools to reduce development time, cost, and manual effort through automation and reusable templates.
ToDo App - Dynamic & Responsive ToDo Application using React
A dynamic and responsive ToDo application built with React, allowing users to efficiently add, edit, delete, and complete tasks.
Retailer Brand Images Analysis
Developing an end-to-end ML pipeline for analyzing retailer brand images using YOLO object detection (Roboflow) and visualizing results in Tableau.
End-To-End ML Project for Student Performance Prediction
Developing an end-to-end ML pipeline to predict student performance, including data preprocessing, feature engineering, model building, and deployment planning.
Optimizing Feature Selection in Spam Email Detection using Co-Evolutionary Algorithms
Implemented a co-evolutionary feature selection method for spam email classification, comparing it against established ML feature selection methods.
TimeEmote - an Application for Computer User
A desktop application that uses computer vision (OpenCV/Deep Face) to identify user emotions, track screen time, and suggest health tips.
SuperCleaner - Cleaning Robot
A human-hand-following cleaning robot using computer vision to track user movement and sensors for obstacle avoidance.
Execution of Problem Instances using PDDL4J-TO AI Planning System
Integrated the PDDL4J-TO hierarchical planning system to generate optimal plans and efficient solutions across diverse domains.
Algeria - COVID-19 Pandemic Data Analysis & Visualization
Visualized and analyzed Algeria's COVID-19 pandemic data (cases, recoveries, deaths) over time using R and ggplot to identify trends.
Dashboard for Analyzing IMDB dataset
Created a PowerBI dashboard for the PurlWiz competition focused on statistics, winning first place as a team.
Gym Management System
A GUI application for simple and user-friendly management of both gym members and trainers using Java and MySQL.
Stock Management System
A Stock Management System implemented in C using file handling to store and manage salesmen, stock, and vehicle details.