Capabilities

Skills & expertise

The languages, frameworks, platforms and research areas I work in day to day — plus the courses I teach and the credentials behind them.

Programming Languages

Languages I use for research code, teaching and production systems.

7
  • PythonExpert
  • C / C++Advanced
  • MATLABExpert
  • FortranAdvanced
  • JavaScript / TypeScriptAdvanced
  • SQLAdvanced
  • BashAdvanced

Frameworks & Libraries

The tools my group builds models with.

7
  • PyTorchExpert
  • TensorFlow / KerasAdvanced
  • QiskitAdvanced
  • PennyLaneAdvanced
  • scikit-learnExpert
  • OpenCVAdvanced
  • NumPy / SciPy / pandasExpert

Cloud & Infrastructure

8
  • Cloudflare Workers· Advanced
  • Docker· Advanced
  • Linux (RHEL, Debian)· Expert
  • HPC / SLURM· Advanced
  • MPI & OpenMP· Advanced
  • CUDA· Proficient
  • Git· Expert
  • PostgreSQL· Proficient

Research Areas

The problems, rather than the tools.

6

  • Quantum Machine Learning

    Variational quantum circuits, quantum kernels and classical–quantum transfer learning for forecasting and classification.

  • Smart Grid Analytics

    Stability forecasting, non-intrusive load identification, and EV charging-behaviour analysis.

  • Renewable Energy Forecasting

    Wind and solar power prediction; snow and obstruction detection on PV arrays.

  • Molecular Dynamics

    Order-N tight-binding MD of carbon nanotubes: strain response, vacancy defects and band-gap modulation.

  • Radiation Physics

    Effective atomic numbers, buildup factors, and shielding-material design (ZXCOM, BXCOM).

  • Dielectric Materials

    ML-based prediction of the dielectric and AC-conductivity behaviour of polymer composites.

Teaching

Courses taught at undergraduate and graduate level.

6
  • Operating Systems
  • Software Requirements Analysis
  • Machine Learning
  • Computational Physics
  • Parallel Programming
  • Image Processing

Languages

2
  • TurkishNative
  • EnglishProfessional (C1)

Certificates & Training

3

  • Summer School on Modeling Nanostructures using Density Functional Theory (NANODFT09)

    İzmir Institute of Technology (İYTE) · 2009

  • 4th Summer School on High-Performance Computing and Parallel Programming

    İstanbul Technical University · 2009

  • ZXCOM — Registered Software Copyright

    Republic of Türkiye, Directorate General of Copyright · 2015

    ID İEE/BP-VT/2217