Updates
Vertical Technical Leader, Orobix
Promoted to lead development of Generative AI solutions, combining VLMs, LLMs, and layout models for advanced PDF understanding. Designing agentic workflows.
PyCon Italy Talk
Presented Quadra, an open-source deep learning experiment management framework integrating PyTorch Lightning and Hydra for reproducible ML workflows.
Data Scientist, Orobix
Trained deep learning models for pharmaceutical and packaging sectors (classification, segmentation, anomaly detection) integrated into AI-go Platform. Contributed to QUALYFruit product for plant disease and fruit quality analysis.
Academic Background
Adversarial robustness of Deep Neural Networks. Visualization of perturbation-based adversarial attacks and specialized training methods for robust models.
Bachelor's Degree
Electronics and Communication Engineering
Istanbul Technical UniversityFacial attribute extraction using convolutional neural networks. Edge deep learning applications on embedded devices.