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- Passionate about open-source, explainable vision-language models, ai agents for dataset curation
- PhD in Informatics (explainable content moderation & agentic dataset curation)
- BSc and MSc in Engineering (sequence models & computer vision)
- Spending less time writing code and more time planning/reviewing Claude Code instructions/generations | my claude settings
Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection (ICIP, 2022) (400+ citations)
AI-supported web application for reducing polypharmacy side effects (Frontiers in Medicine, 2023) (30+ citations)
Automated question generation and question answering from Turkish texts (SCI Journal, 2022) (20+ citations)
Evaluating generative AI tools in analyzing medical articles (JMIR, 2024) (10+ citations)
Drone-vs-Bird Detection Challenge at IEEE AVSS2021 (AVSS, 2021) (200+ citations)
Instagram Fake and Automated Account Detection (INISTA, 2019) (100+ citations)
Track Boosting and Synthetic Data Aided Drone Detection (AVSS, 2021) (30+ citations)
State-of-the-Art in Nudity Classification: A Comparative Analysis (ICASSP, 2023) (demo coming soon ...)
Deep Architectures for Content Moderation and Movie Content Rating (Preprint) (10+ citations)
Enhancing clinical management skills through artificial intelligence simulated patients (WONCA, 2024)