My Projects

A collection of innovative projects spanning UAV development, AI-powered systems, computer vision, and embedded solutions. Each project showcases expertise in cutting-edge technologies and real-world problem solving.

International Unmanned Aerial Vehicle (UAV) Project

Jan 2025 - Present

Designed a 150 cm wingspan UAV under 4 kg with rudder control. Conducted aerodynamic and structural simulations using ANSYS CFD. Integrated ArduPilot and Jetson Nano for autonomous navigation and computer-vision-based tasks.

Mechanical Systems Software Development

5G Localization Project

May 2025 - Aug 2025

Ranked 4th nationally in the TEKNOFEST 5G Localization category with the AI2X Team. Developed a signal fingerprinting model using Random Forest, XGBoost, and KNN algorithms, achieving high-precision location estimation.

Software Development Team Leadership Python

IDEF 2025 – UAV Real-Time Health Monitoring & Predictive Maintenance

Jul 2025 - Jul 2025

Developing an AI-powered system for real-time anomaly detection and Remaining Useful Life (RUL) estimation in UAVs. Uses unsupervised deep learning (LSTM, CNN, Autoencoder) to process multi-sensor data in time and frequency domains, enabling proactive maintenance and enhancing flight safety.

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Mechanical Systems Deep Learning AI

Autonomous Air Defense Turret System

Oct 2024 - Jun 2025

Developed a real-time turret system capable of detecting and tracking targets using YOLOv8 object detection. Integrated Jetson Nano for onboard inference and servo-based targeting, optimizing tracking algorithms for low-latency responses and achieving high autonomous aiming accuracy.

Mechanical Systems Software Development Image Processing Python

Virtual Clothing Fitting System | TÜBİTAK 2209-A

Mar 2024 - Mar 2025

Received research funding for the project "Virtual Clothing Fitting System", enabling real-time virtual try-on using OpenCV and Python. Recognized for innovation and practical AI implementation.

Software Development Team Leadership Image Processing Python