I'm a Computer Engineer and MSc researcher at Karabük University, specializing in the intersection of Computer Vision, Deep Learning, Machine Learning, Natural Language Processing, and Self-Supervised Learning. I graduated 1st in my department in Computer Programming at Ankara University, and have since focused on applying AI to real-world problems — from detecting falls in elderly care to classifying satellite imagery.
Currently exploring foundational models (SAM, DINO, ViT) and LLM-based approaches for psychological data analysis.
- 🔭 Working on: Self-supervised learning with DINO & Vision Transformers
- 🧠 Researching: NLP for mental health classification using LLMs
- 📄 Published at: CMIS-2025 (satellite image classification with EfficientNet)
- 🏆 TÜBİTAK Project Executive: Deep learning-based fall detection system
- 💼 Currently freelancing at OutlierAI as an AI Engineer
| Project | Description | Tech |
|---|---|---|
| 🛰️ EfficientNet Satellite Classification | Landform classification using EuroSAT dataset · Published at CMIS-2025 | EfficientNet, PyTorch |
| 💬 Turkish Sentiment Analysis | Comparative study: TF-IDF vs Word2Vec vs FastText · Word2Vec+LR achieved 91.1% accuracy | ML, NLP, Gensim |
| 🚶 People Counting & Tracking | Real-time people counting with reference line crossing detection | YOLOv3, OpenCV, Centroid Tracker |
| 🚗 License Plate Detection | ALPR pipeline with YOLOv4 (90% mAP) + SRN OCR + DeepSORT tracking | YOLOv4, PaddleOCR, DeepSORT |
| 😊 Facial Expression Recognition | Real-time 8-class emotion detection using RFB-320 SSD + custom VGG13 on FER+ | VGG13, OpenCV DNN, FER+ |
"The goal is not to be better than others, but to be better than you were yesterday."