01180toolsCST Studio MCP
A Python-first bridge between AI assistants and CST Studio. Build geometry, assign materials and ports, run solvers, then inspect S-parameters and far-field results.
- 180 structured MCP tools
- CST Studio 2024–2026 · Windows
Software for systems that leave the screen.
I build software that can drive a simulator, read a physical signal and turn research into an instrument—from AI tooling to RF measurement systems.
View selected work↓Selected work
01180tools
025+export formatsCitation Explorer
Turns ORCID and OpenAlex records into a multi-hop citation graph, with interactive exploration and publication-ready PDF, DOCX and IEEE exports.
- ORCID → OpenAlex multi-hop graph
- Dashboard · similarity · 5+ exports
031002-ATÜBİTAKAI Phase-Controlled RFID
Research-led design of a phase-controlled RFID antenna system for smart factories—combining antenna arrays, machine learning, embedded control and real-time tracking.
- TÜBİTAK 1002-A supported
- RFID arrays · ML · embedded control
0496%+SSIMSim2Real RFID
Radiation-pattern reconstruction from a passive RFID tag array. An MLP trained on synthetic priors closes the gap between simulation and physical measurement.
- SSIM >96% · MAE 0.13 dB
- 8×8 passive-tag sensing array
Research, made operational.
My research starts in electromagnetics and ends in working systems: phased-array RFID, antenna characterization, surrogate modeling and machine learning for measurement.
17publications
164citations
h7index
Scholar snapshot · Aug 2026Doctoral thesis · 2026
Machine learning supported phase controlled RFID system design for smart factory applications
İzmir Katip Çelebi University · Advisor: Prof. Dr. Adnan KayaFind in YÖK Thesis Center↗Selected publications
View Google Scholar ↗01
Sim2Real-enhanced antenna characterization: a robust radiation pattern reconstruction method via passive RFID tag arrayMeasurement Science and Technology
2026↗02Comparative Evaluation of Deep Learning Architectures for Automated Tooth SegmentationDiagnostics
2026↗03Knowledge-Based Methodology for Efficient Surrogate Antenna ModelingInternational Journal of RF and Microwave Computer-Aided Engineering
2024↗04Transparent 2-Element 5G MIMO Antenna for Sub-6 GHz ApplicationsElectronics
2022↗Engineering across layers.
I am İsmail Akdağ, a developer and PhD electrical engineer based in İzmir. I work comfortably from a measurement bench to an application interface—from RF hardware and embedded control to Python services, native apps and machine-learning pipelines.
Since 2019 I have been a research assistant at İzmir Katip Çelebi University. My strongest work appears where software must understand a physical system, not merely display one.
Working set
- Python · TypeScript · C# · Swift
- AI agents · MCP · ML pipelines
- Scientific & native applications
- RFID · Antennas · Microwave systems
- CST · HFSS · MATLAB · Measurement
Education
- PhD · 2026Electrical & Electronics Engineering
- MSc · 2021Electrical & Electronics Engineering
- BSc · 2018Electrical & Electronics Engineering
I am open to developer roles, research collaborations and ambitious scientific-software projects.