Guillermo Ruiz

Co-Founder

Madrid, Community of Madrid, Spain22 yrs 1 mo experience
AI ML PractitionerAI Enabled

Key Highlights

  • Expert in optimizing AI and compute architectures.
  • Proven track record in cloud migration and performance engineering.
  • Recognized speaker and technical writer in the cloud community.
Stackforce AI infers this person is a Cloud Computing Architect with a focus on AI and performance optimization.

Contact

Skills

Core Skills

Efficient Compute StrategyConfidential ComputingDeveloper AdvocacyCybersecurityStartup Ecosystem DevelopmentArtificial IntelligenceDeveloper RelationsCloud InfrastructureCloud ConsultingObservability SolutionsData AnalyticsCloud ArchitectureNetwork EngineeringNetwork Operations

Other Skills

CPU architecturesinference engineeringperformance engineeringobservabilityGravitonperformance optimizationNitro EnclavesTPMattestationcommunity engagementevent managementreal-time analyticscommunity buildingmachine learningcloud adoption

About

Cloud costs keep rising. Performance bottlenecks slow teams down, and engineering leaders are asked to “do more with less” every quarter. I know that world firsthand. After co-founding a startup and working as an infrastructure engineer, I became obsessed with solving the tension between innovation and efficiency. Along the way, I’ve built real-time AIOps platforms, designed sentiment analysis systems for the gaming industry (PlayStation), and explored augmented reality for data center operations. Today, as a Sr. Specialist Solutions Architect in the Efficient Compute team at AWS, I help organizations modernize their compute strategy by optimizing CPU architectures, advancing inference engineering, and embedding confidential computing into production systems. My focus is on making AI scalable and cost-efficient without defaulting to accelerators, and on protecting sensitive workloads through strong isolation, attestation, and hardware-rooted trust. Core focus areas: - Inference Engineering on CPUs: efficient model serving, RAG pipelines, workload optimization, and price-performance driven AI architectures - Confidential Computing: secure execution and cryptographic isolation with Nitro Enclaves and TPM, protecting sensitive data paths, keys, and regulated AI workloads through hardware-rooted trust and attestation. - Efficient Compute Strategy: Graviton, Spot, Karpenter, and architecture decisions that improve performance per watt - Performance Engineering and Observability: benchmarking, bottleneck analysis, and telemetry-driven optimization I also share these practices as an international speaker, technical writer, and co-host of the “Charlas Técnicas de AWS” podcast, ranked in the Top 10%, with recognitions including Grafana Champion and Arm Developer Ambassador, and previously VMware vExpert, Cisco Champion, and HashiCorp Ambassador. And my secret passion? Space. I build side projects to observe satellites, measure starlight, and experiment with efficient compute and AI at the edge. My mission is to make inference engineering, performance-driven compute, and confidential computing the default, not the exception. 👉🏻 If you are a CTO, architect, or engineering leader looking to reduce cost, increase performance, or rethink how AI runs in production, let’s connect.

Experience

Amazon web services (aws)

2 roles

Sr. Specialist Solutions Architect Efficient Compute

Promoted

Jan 2025Present · 1 yr 2 mos

  • Driving Efficient Compute adoption across EMEA, advising organizations on modern CPU architectures (Graviton/Arm64), inference engineering on CPUs, confidential computing (Nitro Enclaves, TPM), and observability-driven performance to improve price-performance, security posture, and energy efficiency.
  • Led enterprise migrations from x86 to Arm64 (Graviton), delivering (on average) 20-40% better price-performance, ~20% lower compute cost, and up to 60% lower energy consumption versus comparable x86 workloads.
  • Applied structured performance engineering (Aperf, Flamegraphs, k6, microarchitectural analysis) to isolate bottlenecks, increase resource utilization, and translate low-level tuning into measurable business impact.
  • Enabled CPU-optimized inference architectures (RAG pipelines, batch ML, real-time inference), reducing accelerator dependency and improving scale-out efficiency for production AI systems.
  • Designed CPU-first inference platforms with confidential computing (Nitro Enclaves, TPM/attestation) to protect sensitive prompts/data, model assets, and cryptographic operations in regulated environments, without adding accelerator complexity.
  • Partnered with Arm, Nutanix, and CNCF ecosystem stakeholders to accelerate adoption of modern, secure, and energy-efficient compute platforms.
CPU architecturesinference engineeringconfidential computingperformance engineeringobservabilityEfficient Compute Strategy+1

Senior Developer Advocate

Feb 2023Jan 2025 · 1 yr 11 mos

  • Scaled AWS Community impact in Iberia by launching the 1st AWS Spanish Community Day and growing AWS Community Builders by 53% and AWS Heroes by 100%.
  • Designed and led the AWS Summit Madrid Innovation Corner, a Top 3 most visited experience over two consecutive years, delivering 25+ demos to 18K attendees.
  • Built the Live F1 Racing Analytics Experience at the AWS Experience Center (Floor 11), enabling real-time telemetry visualization powered by an AI Track Engineer.
  • Launched the Spanish developer hub on dev.to/aws-espanol, driving 42K+ views in 16 months and expanding AWS technical reach.
  • Co-designed the 1st Spanish DeepRacer League (with German Arrocha), engaging 2,500 students across 80+ educational institutions.
  • Contributed to Amazon’s national digital skills initiative to train 500K students in Spain by 2027, in collaboration with the Ministry of Education, Vocational Training, and Sports.
community engagementevent managementdeveloper advocacyreal-time analyticsDeveloper Advocacy

Universidad rey juan carlos

Guest Lecturer Research Centre for Intelligence Services and Democratic Systems

Sep 2023Apr 2024 · 7 mos · Madrid, Community of Madrid, Spain · Hybrid

cybersecuritymachine learningartificial intelligenceCybersecurity

Oracle

4 roles

Director DevEx, Oracle for Startups

Promoted

Dec 2021Feb 2023 · 1 yr 2 mos

  • Scaled Oracle’s startup and developer ecosystem globally with programs blending cloud, open source, and community-driven adoption.
  • Helped startups shape their roadmaps and innovation paths, serving as an advisor to founders and technical boards.
  • Enabled 3rd-party integrations on OCI, including Spotify Backstage, Arm IoT Total Solutions, Coder.io & VMware ESXi on Arm.
  • Launched the first Gaming Sentiment Analysis service at Oracle, expanding adoption in enterprise + gaming sectors.
cloud adoptiondeveloper ecosystemstartup advisoryStartup Ecosystem Development

Head of Developer Relations (DevRel)

Promoted

Oct 2020Dec 2021 · 1 yr 2 mos

  • Reporting to the CMO, I lead Oracle’s global developer strategy, scaling programs and partnerships that reached 1M+ developers worldwide.
  • Built a 2-year content strategy around ML/AI, IoT, Cloud Native, and IaC - delivering high-tech content across multiple media formats.
  • Launched the Red Bull F1 Developer Program and Machine Learning Hands-on-Labs, attracting 12K+ developers in the first year and extending Oracle’s reach to a 24M+ esports audience.
  • Rebranded Oracle Developer Relations and migrated developer.oracle.com
  • to a modern tech stack, creating a stronger entry point for global developer engagement.
  • Spearheaded Oracle’s OCI internal Open Source Program Office (OSPO), driving new developer policies and contributing to GitHub CorpArch v2 architecture.
  • Engaged directly with 15+ Top Oracle global strategic clients to enable developer adoption and strengthen ecosystem impact.
developer strategycontent strategycommunity engagementDeveloper Relations

Principal Product Manager - Oracle Cloud Infrastructure

Feb 2020Oct 2020 · 8 mos

  • Shaped Go-To-Market programs and technical strategy for Oracle Cloud Infrastructure (OCI), driving adoption among cloud-native, DevOps, and ML/AI engineers.
  • Developed technical GTM programs with product, engineering, sales, and external partners to accelerate adoption.
  • Co-authored OCI whitepapers, including “SDN Integration with Nuage Networks” and “Unlocking the Cloud Operating Model”, enabling enterprise and multicloud deployments with HashiCorp and Nuage Networks.
  • Promoted OCI adoption through community building and evangelism, delivering best-practice architecture references.
cloud infrastructuretechnical strategycommunity buildingCloud Infrastructure

EMEA Principal Sales Consultant (IaaS)

Feb 2017Feb 2020 · 3 yrs

  • Delivered deep technical expertise for Oracle Cloud Infrastructure (OCI) across large enterprise and telco environments, driving new revenue and multicloud adoption.
  • Supported international enterprise deals, contributing to +$4M ARR.
  • Enabled Oracle’s first two multicloud global references: Red.es and eDreams.
  • Led workshops, proofs of concept, and POC-to-production migrations to accelerate OCI adoption.
  • Served as Global Technical Lead for Nokia Nuage SDN integration on OCI.
  • Active conference speaker, technical writer, and book reviewer, strengthening Oracle’s visibility in the cloud-native ecosystem.
technical expertiseenterprise solutionsworkshop facilitationCloud Consulting

Datadope

Co-Founder

Jan 2017Aug 2018 · 1 yr 7 mos · Greater Madrid Metropolitan Area

  • Co-founded an observability startup focused on real-time analytics for enterprise and telco customers.
  • Led Go-To-Market strategy, securing enterprise clients and positioning Datadope as a fast-scaling player in the analytics space.
  • The team grew the business to $2.3M revenue within the first 18 months and launched a predictive analytics platform (IOMetrics) adopted by leading telcos, enabling data-driven decision-making and forecast analysis.
  • Because when you map business KPIs with infrastructure performance, you unlock a truly holistic view of your company.
observabilityreal-time analyticsgo-to-market strategyObservability Solutions

Huawei technologies

WEU Cloud & Datacenter Architect Lead

Oct 2014Feb 2017 · 2 yrs 4 mos · Greater Madrid Metropolitan Area

  • Led the creation of Huawei’s Cloud Business Unit in Europe, introducing the OTC cloud platform and scaling enterprise cloud adoption across the region.
  • Directed the Telefónica LATAM datacenter transformation, migrating operations in Ecuador, Peru, Chile, and Colombia to centralized hubs in Madrid.
  • Provided architecture leadership to major telecom operators across EMEA, including Telefónica, Vodafone, Orange, Deutsche Telekom, Ziggo and Bouygues Telecom, as well as ICBC Standard Bank.
  • Delivered end-to-end datacenter consolidation and migration strategies, ensuring technical integrity and standardized methodologies for enterprise-scale IT.
cloud architectureenterprise solutionsdatacenter transformationCloud Architecture

Computer sciences corporation (csc)

2 roles

EMEA Cloud Architect Lead

Promoted

Jan 2010Oct 2014 · 4 yrs 9 mos · Seville, Andalusia, Spain · Remote

  • Led architecture strategy and deployment of CSC’s cloud infrastructure across EMEA, driving next-generation data centers and unified fabric networking.
  • Designed and launched CSC cloud regions in the UK, Germany, Denmark, and the Netherlands.
  • Acted as EMEA lead architect for Cisco Nexus portfolio, shaping multimillion-dollar enterprise network designs.
  • Delivered Fortune 500 datacenter transformations, including new region launches, disaster recovery, and modernization programs.
  • Directed RIPE IP assignment strategy for CSC cloud nodes across EMEA, ensuring scalable and compliant network operations.
  • Drove Gartner Magic Quadrant IaaS metrics (2013), influencing CSC’s positioning through measurable cloud performance and availability.
cloud infrastructurenetwork designdisaster recoveryCloud Infrastructure

EMEA Principal Network Engineer

Jan 2006Jan 2010 · 4 yrs · Seville, Andalusia, Spain · Remote

  • Provided advanced network engineering and operations for Tier-1 ISPs and Fortune 500 clients across EMEA.
  • Led large-scale network migrations for global ISPs and enterprises, ensuring high service continuity.
  • Delivered Level 3 LAN/WAN support for mission-critical environments and Fortune 500 accounts.
  • Drove network security and compliance audits, aligning infrastructure with global standards.
network engineeringoperations supportcompliance auditsNetwork Engineering

Telefónica

Network Engineer

Dec 2004Jan 2006 · 1 yr 1 mo · Seville, Andalusia, Spain

  • Supported the Network Operations Center (NOC) for the Andalusian regional government, ensuring large-scale connectivity and service continuity.
  • Provided Tier 3 operations support for regional government networks.
  • Led core migration from ATM/Frame Relay to MPLS, modernizing backbone infrastructure.
  • Managed and maintained 2,000+ communication lines and circuits across multiple sites.
  • Worked hands-on with 10+ networking technologies, including ATM, Frame Relay, MPLS, VPN IP, ADSL, GRE tunneling, and RDSI backup.
network operationsinfrastructure managementNetwork Operations

Ingenia

Network Engineer

Mar 2004Dec 2004 · 9 mos · Málaga, Andalusia, Spain

  • Contributed to large-scale public sector projects, designing and operating resilient government network infrastructure.
  • Planned and deployed backbone connectivity interconnecting 192 branch offices with central headquarters.
  • Designed and maintained datacenter networking devices supporting mission-critical applications (CEUS, Employment History).
  • Delivered Level 3 troubleshooting and operations support for regional government services.
  • Configured and optimized Cisco routers and ADSL/ISDN links to ensure high-availability connectivity.
  • Authored technical specifications and network documentation to standardize deployment and operations.
network designoperations supportNetwork Engineering

Education

Universidad Politécnica de Madrid

MS in Telecom Management — Telecomunicaciones

Jan 2009Jan 2010

Universidad de Jaén

Ingeniero Técnico en Telecomunicaciones — Esp. Telemática

Jan 1996Jan 2002

Official Language School

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