03 / ACADEMIC CV
A profile that connects research, product work and systems
engineering.
A résumé grounded in electrical-electronics engineering and currently based in software-engineering research. Publications, hands-on infrastructure work and topics open for collaboration — gathered on one scannable page.
PROFILE
A Computational Electromagnetic Systems
researcher.
Research assistant in Software Engineering with an Electrical & Electronics Engineering background. My AI-CEM research programme is a four-layer stack running from Maxwell's equations to working systems: computational electromagnetics, AI & scientific machine learning, scientific software, and GPU/HPC infrastructure. Doctoral focus: differentiable FDTD solvers, AI-driven inverse design, and curvature-aware optimization.
Research Assistant
Muğla Sıtkı Koçman University · Software EngineeringFDTD and computational electromagnetics, Python / Java / data structures / data science laboratories, internship-program coordination and research operations for moving prototypes into runnable systems.
- Combines numerical modelling, algorithm development and teaching-lab practice in one research workflow.
- Treats prototypes as runnable, documentable and shareable systems rather than isolated experiment code.
Software Infrastructure & Research Operations
Docker-based services · Linux server operationsDocker/Kubernetes ecosystem work, self-hosted service orchestration, reverse proxy, load balancing, security configuration and secure deployment for research software.
- Focuses on making research outputs reproducible, observable and service-ready.
- Positions server, deployment and security layers as part of disciplined software engineering practice.
Computer Vision Researcher
TEYDEB 1505 R&D project · Koçtaş partnershipImage processing and computer vision research for customer tracking and interest measurement in retail environments.
- Extends image-processing practice beyond health/radiology into sector-adaptable visual intelligence.
Principal Investigator
TÜBİTAK 2209-A / 2242Model-based design and testing of cyber-physical systems; second place in the TÜBİTAK 2242 programme, Konya.
- Early research output connecting electrical/electronics, modelling and prototyping.
EDUCATION
M.Sc. in Artificial Intelligence
Muğla Sıtkı Koçman University · GPA 3.93 / 4.00
Thesis on Docker-based multimodal deep learning for degenerative spine classification.
B.Eng. in Electrical & Electronics Engineering
Muğla Sıtkı Koçman University · GPA 3.73 / 4.00
Ranked 1st in class and 4th in faculty.
SELECTED PUBLICATIONS
AI-Hybrid TRNG
Kernel-based deep learning for near-uniform entropy harvesting from physical noise · arXiv:2507.00145A Novel Model-Based Technique to Improve Design Processes for Microstrip Antennas
AEU — International Journal of Electronics and Communications · Q2 · DOI: 10.1016/j.aeue.2023.154570Model-Based Microstrip Antenna Design in C-Band through Machine Learning
PIERS · IEEE · DOI: 10.1109/PIERS53385.2021.9694697Ad hoc reviewer
Computers in Biology and Medicine · 1 completed reviewTECHNICAL SKILLS
01 / Computational EM
02 / AI & Scientific ML
03 / Scientific Software
04 / GPU / HPC Infrastructure
The fastest way to reach me for a new role, a talk invitation or a collaboration idea is a direct email.