Project archive

Selected engineering work.

A curated set of products, research systems, and hardware experiments — from retrieval pipelines to assistive technology.

Showing 13 of 13 projects

Embedded

Arduino Based Redundant Transmission for Buoy Networks

A resilient communication network for marine buoys using redundant transmission techniques to enhance reliability in harsh environments.

ArduinonRF24L01

Product

C_ALL: Cognitive Assistance with LIDAR Localization

An innovative assistive technology system that combines LIDAR-based localization with cognitive assistance to help visually impaired individuals navigate indoor environments safely and independently.

LIDAR TechnologyFeature Points Estimation

AI / ML

Detecting AI-Generated Images Through Spatial-Frequency Analysis and Diffusion-Based Reconstruction

A dual-method deep learning project that detects AI-generated images using a hybrid CNN plus FFT classifier and a diffusion-based reconstruction analysis pipeline.

Deep LearningComputer Vision

AI / ML

DREUS: Disaster Response Enhanced UAV Swarms

An advanced disaster response framework leveraging deep reinforcement learning for autonomous UAV swarms in post-disaster surveillance and survivor assistance.

Deep Reinforcement LearningPython

Product

Fitness Web Application

A comprehensive web application for setting, tracking, and achieving fitness goals with secure user authentication and progress visualization.

Node.jsExpress

Product

Health Tracker App

A comprehensive health tracking application designed to help users monitor their fitness goals, track vital statistics, and maintain a healthy lifestyle.

JavaSpring Boot

Embedded

Lidar-Based Autonomous Navigation Robot

An autonomous robot equipped with LiDAR and ultrasonic sensors for complex terrain navigation and obstacle avoidance in dynamic environments.

ArduinoLiDAR

AI / ML

Music Recommendation System

A hierarchical recommender system built for sparse music-rating data, combining rule-based signals, Bayesian fallbacks, autoencoder-assisted personalization, collaborative filtering, and ensemble modeling.

Recommendation SystemsPython

AI / ML

Neural Network Application in Traffic Management

A reinforcement-learning traffic signal controller that uses a Deep Q-Network to adapt phase selection and green-light duration at a simulated four-way intersection.

Deep Q-NetworkReinforcement Learning

AI / ML

Predicting Pre-meal Glucose using Sparse Optimization and Time-Series Features

An applied modeling and optimization project comparing sparse regression approaches for predicting next pre-meal glucose from insulin, meal, exercise, and prior glucose activity.

OptimizationTime-Series Features

AI / ML

Real Estate Prediction in NYC

A machine learning project leveraging NYC Open Data to predict property values across different boroughs, featuring data preprocessing, model comparison, and advanced visualization techniques.

Embedded

Weather Machine

A compact, Arduino Nano-based device designed to record, analyze, and display environmental data in real time.

ArduinoIoT

Projects

Ahmad Careers

Ahmad Careers is a Flask-based job board web application that displays job listings from a MySQL database and allows candidates to submit applications, built with SQLAlchemy, Bootstrap, Jinja2 templating, and deployed on Render using Gunicorn.

PythonFlask