Guillaume Surroca

Available to hire

D. in Computer Science turned full-stack engineer—bridging research and production.

About

Ph.D. in Computer Science turned full-stack engineer—bridging research and production.
My doctoral work on hypergraph-based knowledge representation explored how AI systems handle subjective, multi-perspective knowledge—problems now central to agentic AI design.

Current focus:

  • Agentic AI: Multi-agent orchestrations, RAG architectures, production LLM infrastructure (SGLang, vLLM …)
  • Cloud-native: WASM + serverless

Engineering track record:

  • Microservices processing $1bn+ daily (300+ banks, trade finance)
  • Smart city IoT across 35,000+ parking meters
  • Monolith-to-microservices migrations for financial platforms
  • Urban transit systems across major French cities (50+ dev teams)

The R&D combination: I understand knowledge representation theory AND ship production systems at scale. Whether it’s semantic graphs, multi-agent coordination, or high-throughput microservices—I’ve researched it and deployed it.

  • 2 years' experience
  • Joined November 2025

Industry experience

  • Computers & Electronics
  • Software & Internet
  • Financial Services
  • Professional Services
  • Education
  • Government
  • Transportation & Logistics
  • Media & Entertainment

Work experience· 19 roles

Senior Full Stack Engineer · IEM GroupOct 2023 – Nov 2025 · 2 yrs 2 mos

Leading the technical evolution as an all-stack engineer, architecting and delivering cloud-native solutions for Smart City parking infrastructure across Europe and Asia-Pacific. Architected event-driven microservices with NATS for real-time vehicle detection and payment processing, handling high-throughput IoT data streams from 35,000+ connected meters. Integrated WebAssembly to port critical business logic into JavaScript environments, unifying the tech stack while maintaining performance and type safety. Built AI-powered tooling with LangChain and RAG to automate data transforms and accelerate development workflows, reducing manual engineering overhead. Delivered end-to-end production systems spanning React frontend, Go/Node.js backends, GraphQL APIs, and MongoDB, with multi-cloud deployments (GCP, AWS) and Kubernetes for zero-downtime releases.

Senior Full Stack Engineer · KomgoApr 2023 – Apr 2023 · 1 mo

Senior Full Stack Engineer driving the development of an enterprise trade finance infrastructure processing over $1B+ daily transactions for 300+ multinational corporates and global banks. Operated in a fast-paced environment requiring constant context-switching between frontend, backend, data, and DevOps domains. Delivered end-to-end product features across two complete technology stacks: JavaScript/TypeScript frontends (React/Redux, GraphQL, Prisma, MongoDB microservices) and Java-based backends (Kotlin/Java, Spring, Hibernate, PostgreSQL). Built robust frontends and backends, exposed APIs for digital letters of credit, and established production-ready CI/CD with multi-cloud deployments.

Senior Full Stack Engineer · Komgo GenevaApr 2023 – Apr 2023 · 1 mo

Delivered features across two technology stacks (Go/Node.js backend, React frontend, GraphQL APIs, PostgreSQL/MongoDB) for a FinTech/trade finance platform handling large-scale transactions. Built CI/CD pipelines across multi-cloud deployments, implemented monitoring and log aggregation, and leveraged Kubernetes orchestration to ensure reliability for mission-critical financial services.

Senior Full Stack Engineer · KomgoApr 2023 – Apr 2023 · 1 mo
Full Stack Engineer · AssentisMay 2021 – May 2021 · 1 mo
Full Stack Engineer · AssentisMay 2021 – May 2021 · 1 mo
Full Stack Engineer · AgixisFeb 2019 – Feb 2019 · 1 mo
Full Stack Engineer · AgixisFeb 2019 – Feb 2019 · 1 mo

Education· 12

PhD in Semantic Web · University of Montpellier2014 – 2017
Master IMAGINA (Images, Games and Intelligent Agents) · University of Montpellier2010 – 2013
Bachelor in Computer Science · University of Montpellier2007 – 2010
Ph.D. in Semantic Web · University of Montpellier2014 – 2017

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