Tom Matthews
Staff Ai Engineer @Nscale
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WORK HISTORY
Staff Ai Engineer @Nscale
London, GB
EDUCATION
St Albans School
GCSEs
Woodhouse College
A levels
University of Cambridge
MSci, Theoretical Physics
ABOUT TOM MATTHEWS
AI engineer with a proven track record of optimising large-scale AI infrastructure and architecting robust production systems that deliver real business impact. My expertise are combining AI system design with strong software engineering fundamentals, building event-driven microservices, designing CI/CD pipelines for both models and services, and implementing end-to-end MLOps automation.From GPU inference optimization to deploying large language models at scale, my focus is on creating efficient, production-grade ML ecosystems with low latency, high throughput, and measurable ROI.Specialties- ML System Architecture & Infrastructure- LLMOps & Production ML Pipelines- GPU/Inference Optimization (TensorRT, Triton Inference Server)- Model & Service Deployment Automation- Kubernetes & Distributed Systems- High-Performance Software Engineering (Python/C++)
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