Fluidstack

Forward Deployed Engineer   (July 2025–)

Currently working to deploy and manage Slurm/Kubernetes-based GPU data-centers utilized by some leading machine learning laboratories.

Also developing software solutions for data-centre and HPC settings for automated deployment, monitoring, and benchmarking.

Ab Initio Software

Field Consultant   (October 2023–September 2024)

Implemented high-performance data-processing pipelines for clients. Worked on Ab Initio's Google Cloud Platform Marketplace integration. Provided consulting on a wide range of issues.

Google DeepMind

Research Engineer Intern   (June–September 2023)

Worked on exploring the impact of Randomized Positional Encodings on improving the length generalization capabilities of Transformer models.

Tested their effectiveness on a wide range of transformer model positional encoding schemes. Evaluated performance on Neural Algorithmic Reasoning tasks, natural language, fine-tuning, and vision transformer workloads. (ACL ARR submission)

Speechmatics

Software Engineer Intern   (July–September 2022)

Aided development of a new speech recognition engine, aiming for easier development, testing, parallelisation, and performance.

Achieved using C++ 20 Coroutines, Concepts, Template Metaprogramming, and Threading. Profiled the existing engine, analysing CPU and memory usage and tracking memory leaks, and worked on automated profiling of the engine.