Mehmet Alp Demiral
Computer Engineer
About Me
Computer Engineer specializing in Data Analysis, Machine Learning, and Computer Vision. Passionate about leveraging AI and Big Data technologies to solve complex problems and create innovative solutions.
Featured Projects
Licence Plate Detection
Computer Vision project for automatic license plate detection and recognition using deep learning techniques.
Metro Failure Detection
Predictive maintenance system analyzing metro train APU sensor data (pressure, temperature, motor current) to detect failures before they occur.
Bank ML Deployment
Production-ready machine learning model deployment for banking applications using Streamlit for interactive user interface.
Garbage Classification
FastAI-powered image classification system for 12 waste categories. Trained with ResNet34/50, deployed on Hugging Face.
Latest Article
Garbage Classification with FastAI: Training, Interpreting, and Deploying to Hugging Face
A comprehensive guide on building an AI-powered waste classification system using FastAI. This article covers the complete ML workflow: dataset preparation, data augmentation, training with ResNet34/50 architectures, model interpretation, and deploying to Hugging Face with Gradio interface. Perfect for understanding practical computer vision applications in sustainability.