About Me
I am a Computer Engineering graduate focused on Visual AI and remote sensing. My work spans 2D visual understanding, vision-language large models, and multimodal AI systems. I also enjoy exploring and testing different AI agent tools.
Recently, I have worked on satellite-image interpretation models, including both a frontier VLLM-based model and a parameter-efficient alternative.
Featured Projects
A remote-sensing VLLM project for interpreting satellite imagery and image-change captions.
- Built a satellite-image interpretation VLLM based on LLaVa-OneVision.
- Experimented with Qwen language models and SigLIP-style visual encoders.
- Achieved top performance under current evaluation settings on a remote-sensing change-captioning dataset.
- Presented the graduation project at SIU 2025 and published a related Hugging Face model.
Research work around multimodal satellite-image understanding, experiments, and publication support.
- Trained and evaluated vision-to-text models for satellite-image understanding.
- Tested visual augmentation methods including flipping and color transformations.
- Worked on creation of SECOND-CC, a visual interpretation dataset for satellite-image understanding.
- Contributed to research published in IEEE JSTARS, a Q1 journal with IF 5.3.
Coming Soon...
A new CUDA-focused project is being prepared and will be added here soon.
- Project details are currently being finalized.
- The work will be published after the first stable prototype.
Coming Soon...
A robotics-oriented AI project is planned for this slot.
- Project details are currently being finalized.
- The work will be published after the first stable prototype.
Current Focus
Video Generation
Research Student
Yıldız Technical University · TÜBİTAK Research Group
Jun 2023 - Feb 2025
Developed PyTorch models from scratch, tested data augmentation techniques, and contributed to a JSTARS Q1 publication.
AI Intern
ASELSAN
Jul 2025 - Aug 2025
Worked on AI agent architectures and MCP; built a rapid unit-test generation prototype with LangChain, React, and WebSocket.
M.Sc. Computer Engineering
Istanbul Technical University
Current GPA: 4.0
Feb 2026 - Present
Graduate study focused on computer engineering and AI-oriented research.
B.Sc. Computer Engineering
Yıldız Technical University
GPA: 3.4/4.0
Sep 2021 - Aug 2025
Graduated with GPA 3.4/4. Relevant work included machine learning, algorithms, databases, networks, and systems.
Erasmus Exchange
University of Oviedo
Jan 2025 - May 2025
Studied C#, Java, Spring Boot, programming paradigms, OOP, and compiler design.
Contact
Let's build something great together.
Istanbul, Türkiye