Experience
Gebze Technical University – Bioengineering (2023 – cont.)
Research & Academic Interests: Neuroscience, Neurochemistry, Neurotechnology, Biomedical Sciences, Biophotonics
Research & Academic Interests: Neuroscience, Neurochemistry, Neurotechnology, Biomedical Sciences, Biophotonics
Skills
- Programming & Data: Python (NumPy, pandas, matplotlib), CNN
- Experimental: Basic molecular biology and biochemistry laboratory techniques
- Analytical: Scientific writing, data visualization
- Languages: English (Intermediate–Upper), Turkish (Native), German (Beginner)
Projects & Presentations
- Basic CNN Model for Classification of Brain Tumor MRI Scans
Description: Multiclass classification of brain tumor MRI scans into four categories with baseline CNN model and a transfer learning approach using MobileNetV2. The workflow includes data preprocessing, model training, evaluation (accuracy, loss, and confusion matrix), and visual explainability using Grad-CAM.
- Light-Guided GABAergic Modulation Using UPCNs
Description: Individual contribution to a group-based bioengineering course project. This project presents a theoretical model based on literature and conceptual integration in the field of biophotonics and neurotechnology.
Course: Fundamentals of Bioengineering – BENG101
Keywords: Non-invasive neuromodulation, collimated NIR light, olfactory nerve pathway, epilepsy control
Course: Fundamentals of Bioengineering – BENG101
Keywords: Non-invasive neuromodulation, collimated NIR light, olfactory nerve pathway, epilepsy control
Courses & Certifications
- “Introduction To Deep Learning” – AI Business School (2025)
- “Akbank Introduction to Deep Learning Project Bootcamp” – AI Business School (2025)
- “EEG/ERP Analysis with Python and MNE” – Udemy (in progress)
Activities
• Writer, Student Journal of GTU BIOS Club (2025 - cont.)
Popular science writing in Neuropsychology
• Event Organizer, GTU CytoGate Club (2025 - cont.)
Popular science writing in Neuropsychology
• Event Organizer, GTU CytoGate Club (2025 - cont.)