people

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layout: about title: about permalink: / subtitle: Senior ML/Research Software Engineer

profile: align: right image: prof_pic.jpg image_circular: false # crops the image to make it circular # more_info: > # <p>ICCS</p> # <p>Cambridge, UK</p>

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I am a Computational Physicist and Senior Research Software Engineer with 7+ years’ experience bridging numerical simulation and scalable Deep Learning.

Currently, I work as Senior Research Engineer at the Institute of Computing for Climate Science (ICCS) in Cambridge, where I work on:

• Accelerating and evaluating ocean spin-up,
• Exploring generative AI for software engineering, and
• Coupling Fortran codes to PyTorch using FTorch.

My background spans:

• ML/DL Engineering: PyTorch, TensorFlow, JAX
• General Programming: Python, C++, Fortran
• Scientific Computing: FVM/FEM solvers, CFD, numerical methods
• HPC & Parallel Computing: MPI, OpenMP, distributed training

Previously, I spent 6 years at the University of Cambridge, where I engineered support for large numerical software projects like FEniCSx and scaled ML training and inference on heterogeneous HPC architectures.

I hold a PhD in Physics (Scientific Computing) in Finite Volume Methods for Continuum Mechanics from the Laboratory for Scientific Computing, University of Cambridge.

---

layout: about title: about permalink: / subtitle: Senior ML/Research Software Engineer

profile: align: right image: prof_pic.jpg image_circular: false # crops the image to make it circular # more_info: > # <p>ICCS</p> # <p>Cambridge, UK</p>

selected_papers: false # includes a list of papers marked as “selected={true}” social: true # includes social icons at the bottom of the page

announcements: enabled: false # includes a list of news items scrollable: true # adds a vertical scroll bar if there are more than 3 news items limit: 5 # leave blank to include all the news in the _news folder

latest_posts: enabled: false scrollable: true # adds a vertical scroll bar if there are more than 3 new posts items limit: 3 # leave blank to include all the blog posts —

I am a Computational Physicist and Senior Research Software Engineer with 7+ years’ experience bridging numerical simulation and scalable Deep Learning.

Currently, I work as Senior Research Engineer at the Institute of Computing for Climate Science (ICCS) in Cambridge, where I work on:

• Accelerating and evaluating ocean spin-up,
• Exploring generative AI for software engineering, and
• Coupling Fortran codes to PyTorch using FTorch.

My background spans:

• ML/DL Engineering: PyTorch, TensorFlow, JAX
• General Programming: Python, C++, Fortran
• Scientific Computing: FVM/FEM solvers, CFD, numerical methods
• HPC & Parallel Computing: MPI, OpenMP, distributed training

Previously, I spent 6 years at the University of Cambridge, where I engineered support for large numerical software projects like FEniCSx and scaled ML training and inference on heterogeneous HPC architectures.

I hold a PhD in Physics (Scientific Computing) in Finite Volume Methods for Continuum Mechanics from the Laboratory for Scientific Computing, University of Cambridge.