Production AI systems
Reliable services built around retrieval, evaluation, and observable model behaviour.
Software & AI Engineer · London, UK
Researcher, engineer, and technical writer.
I build software and AI systems, and research machine learning, LLM reliability, and the infrastructure required to evaluate them well.
Reliable services built around retrieval, evaluation, and observable model behaviour.
Tools and infrastructure that make complex engineering work easier to operate and understand.
Practical systems for experimentation, fine-tuning, and rigorous model assessment.
Resource-efficient optimisation for speech emotion recognition using pretrained representations, Bayesian optimisation, and TPE.
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