CV
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Experience
Postdoctoral Researcher - Medical Imaging
- Working with large dental datasets to study treatment outcomes and population-level trends.
- Building segmentation tools that use biomechanical priors to make annotation faster and more reliable.
- Exploring computer vision methods for microscopy image analysis.
- Developing approaches for explainable AI in medical imaging.
PhD Researcher - Biophysics
- Used differentiable programming to model microorganism chemotaxis and decision-making.
- Built reinforcement-learning agents replicating cellular navigation.
- Spent three months at Imperial College London working on biological systems theory.
- Published in high impact journals such as Nature Communications Biology, PNAS and Physical Review Letters.
- Awarded Diploma of Excellence in SCIENCE for doctoral thesis.
Teaching Assistant
- High‑Performance Programming & Systems
- Elements of Machine Learning
- Numerical Methods in Physics
Software Developer
- Built WPFÂ C# tools for scientific computing in labs & nuclear plants.
- Added real‑time monitoring and analysis for particle‑detection rigs.
Education
PhD in Biophysics
MSc in Computational Physics
- Thesis: Use of Tensor Processing Units (TPUs) in Physics Simulations
BSc in Physics
- Minor: Theoretical Physics
Projects
Open Source Software
- I Maintain and contribute to scientific computing, ML, and visualization tools.
- Curated project list: /software/
Publications
Peer‑Reviewed Research
- Full publication list: /research/
- Includes abstracts and links to articles.