Curriculum Vitae

Snapshot of my academic and research career.

For the full details, you can download my CV as a PDF.

Current position

• Postdoctoral Research Fellow, CSIRO Data61 (2023–present)
  Developing hybrid inversion and physics-informed ML pipelines that infer latent physical fields from sparse data, with a focus on scalable HPC workflows and reproducible research code.

Previous experience

• Doctoral Researcher, Australian National University (2019–2024)
  PhD in Seismology and Mathematical Geophysics. Developed overcomplete tomography and sparsity-promoting inversion methods for high-resolution imaging of Earth structure.
• Visiting Researcher, Durham University
  Collaborated on novel sparsity-promoting inversion schemes for geophysical imaging.
• Visiting Scientist, CSIRO Deep Earth Imaging FSP
  Crustal imaging of Türkiye using ambient noise tomography and high-performance computing.

Research interests

• Inverse problems and sparsity-promoting methods
• Physics-informed and physics-guided machine learning
• Latent field estimation and differentiable forward models
• Scientific software for Earth and environmental systems

Publications

• Overcomplete tomography: sparsity-constrained imaging with expanded basis sets (RAS Techniques and Instruments, 2023). link
• Crustal velocity images of NW Türkiye: transdimensional Bayesian ambient noise tomography (Geophysical Journal International, 2023). link
• Source and rupture properties of the April 2025 Silivri earthquake: co-authored work analysing rupture behaviour and seismic hazard in the Marmara region (Journal of Seismology, 2025). link

Also, see my Google Scholar profile.