Ali Murat Gültekin
CS Student · AI Agent Developer · ML Engineer
AboutMe
I'm a Computer Science student at Sabancí University with hands-on experience in machine learning, cybersecurity, and AI solutions. I offer services including custom AI agent development, website building, chatbot creation, and data analysis solutions for businesses.
I've collaborated with researchers from the University of Michigan and University of Groningen on cybersecurity and machine learning projects, resulting in 2 academic publications. My work spans from intrusion detection systems to Android malware analysis.
Experience
Research Assistant
University of Michigan & University of Groningen
Collaborated with professors on 2 research papers focusing on cybersecurity and machine learning, including Android malware detection using VirusTotal and Quark Engine.
Cybersecurity & ML Intern
University of Groningen
Built and evaluated Intrusion Detection Systems using machine learning techniques on network traffic data.
Deep Learning & Computer Vision Intern
Inovako, Spain
Labeled industrial datasets and developed a machine learning model using computer vision to detect and classify industrial components.
Assistant Project Manager
NY Business Excellence
Coordinated project workflows, managed documentation, and facilitated team communication across multiple initiatives.
Projects
Android Malware Detection
ML system using VirusTotal and Quark Engine combined with metadata to detect malicious Android applications.
Intrusion Detection System
Machine learning pipeline using Random Forest and XGBoost to detect network intrusions.
Industrial Simulation Game
Real-life simulation game for teaching supply chain and industrial engineering concepts.
OpenSMILE Emotion Detection
ML model trained to detect emotional states from voice recordings.
Medical Data Security Analysis
Security analysis on NHANES dataset focusing on diabetes and heart attack prediction data.
Lung Cancer Detection
Computer vision module detecting lung cancer nodules from CT scans using deep learning.
Secure P2P Client Application
Secure peer-to-peer messaging app with RSA enrollment, AES-CBC encryption, and ECC/HMAC handshake for session-key derivation and mutual authentication.
Crime & Socioeconomic Analysis
ML analysis of education and unemployment impact on crime rates using Random Forest, Logistic Regression, and KNN.
Shopping Website
Full-stack e-commerce website with responsive UI and MySQL backend.