Guillaume Surroca
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
Skills· 29
Languages
- EnglishFluent
- FrenchFluent
- JapaneseBeginner
- Spanish; CastilianBeginner
Industry experience
- Computers & Electronics
- Software & Internet
- Financial Services
- Professional Services
- Education
- Government
- Transportation & Logistics
- Media & Entertainment
More experts in Geneva, Switzerland
Work experience· 19 roles
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 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.
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.
Education· 12
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