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ExpertiseUpdated on 6 February 2026

HPC Services for Distributed Systems

Head of innovation at UST

Barcelona / Madrid, Spain

About

HPC Services for Distributed Systems

UST provides high-performance computing (HPC) expertise for large-scale, distributed workloads across sectors. We bridge academic research (Stanford SAIL, MIT CSAIL) with enterprise-grade infrastructure and industrial applications.

What we bring:

  • Dedicated H100 on-prem cluster for training, inference, and experimentation

  • Production MLOps/LLMOps pipelines on Azure, AWS, GCP

  • Familiarity with MGHPCC and Mass Open Cloud Alliance environments for HPC-tier workloads

  • Cross-tier orchestration: policy-aware query routing, carbon- and cost-aware scheduling, long-context memory across edge→cloud→HPC

Work areas:

  • Continuum routing & scheduling: PAQR reference implementation, adapters for vLLM/Triton/Bedrock, dashboards

  • Distributed RAG & long-context orchestration: KV offload protocols, semantic caching, student–expert distillation

  • Industrial pilots leveraging HPC tier: healthcare, retail, and financial services

TRL path: Year 1: prototypes & benchmarks; Year 2: integrated pilot stacks; Year 3: hardened demonstrators, third-party evaluation.

See also our expertise in AI services, including agentic automation, document AI, and privacy-preserving analytics.

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