About
About Rami Osman
Rami Osman is an AI and cloud architect based in Paris, with 8+ years of experience in distributed systems and applied AI. Rami designs and delivers enterprise LLM platforms (secure model access, RAG with citations, governed agents) and is currently lead architect of ENSO’s shared AI platform.
I am an AI and cloud architect in Paris. I have worked on large, mission-critical platforms for ENSO, SNCF, APHP, BNP, Volkswagen and Inserm, and I lead technical teams through the messy middle between an architecture diagram and a running system.
Right now I am designing an enterprise LLM platform end to end: secure model access, RAG, agent actions with human approval, a full audit trail and evaluation gates.
Focus areas
Skills
AI / LLM platforms
- Amazon Bedrock (EU inference profiles, Guardrails)
- RAG
- pgvector / HNSW
- Hybrid search and reranking
- MCP (Model Context Protocol)
- Agentic AI
- Mastra
- LangGraph
- Human-in-the-loop validation
- LLM evals (DeepEval, golden sets)
- LLM observability (Langfuse)
- Local LLM
- Fine-tuning
- ComfyUI
- Vespa AI
- n8n
- TensorFlow
- Databricks
Cloud / Ops
- AWS
- Multi-AZ architecture
- EKS
- SCP / IAM / IRSA
- Step Functions / EventBridge
- SageMaker
- GCP (Cloud Run, Pub/Sub)
- Cloud Armor / VPC / Networking
- Firebase
- Terraform (IaC)
- Ansible
- Kubernetes
- Docker
- SOPS
- GitLab CI/CD (Enterprise)
- GitHub Actions
- GitOps (Argo CD / Flux)
- Feature flags (Unleash)
- TeamCity
- Nexus
- SonarQube
- Observability (Grafana)
- HDS-compliant environments
Application architecture
- Hexagonal
- Microservices
- Clean Architecture
- Multi-tenant (RLS)
- Event-driven
Security and compliance
- Keycloak / OIDC
- OAuth2 Token Exchange
- GDPR and AI Act by design
- Audit / WORM (S3 Object Lock)
- PII filtering
Languages / frameworks
- Java
- Spring Boot
- TypeScript
- Node.js
- React / Next.js
- C# / .NET
- Dart
- Flutter
Messaging / queues
- Kafka
- AWS SNS / SQS
- GCP Pub/Sub
Databases
- PostgreSQL (Aurora, pgvector, RLS)
- Redis
- MongoDB / Firestore
Education
- EISTI (CY Tech)Engineering degree, specialization in Artificial Intelligence
- Lycée St-Exupéry (CPGE)Preparatory classes MPSI / MP
- Harbour.Space, BarcelonaCyber Security programme / Linux systems
Certifications
- AWS Partner: Generative AI Essentials
- Codility Silver Award
- SkillValue Java 11
Languages
- French (native)
- English (fluent)
- Arabic (fluent)
Last updated:
Got an AI project stuck between demo and production?
Tell me what you are building. After a first conversation you will know whether I can help and what I would do first.
+33 6 02 73 49 22 me@osmanrami.fr