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elyas-karbouch/README.md

Elyas Karbouch

I build production-ready AI systems that show their work — and help enterprises stay compliant.

Available for long-term projects, consulting, and collaboration. Free initial session → Get in touch

What I Build

🤖 AI & Agentic Systems LLM pipelines, RAG, multi-agent orchestration, self-hosted models. LangChain · LlamaIndex · LangGraph · Pydantic AI · AutoGen · CrewAI · Ollama · vLLM · Guardrails AI

📊 Data Engineering & Analytics End-to-end pipelines: ingestion → transformation → serving → monitoring. Databricks · Spark · dbt · DuckDB · Polars · Airflow · Great Expectations · Grafana

🗄️ Databases — Full Spectrum Vector (Qdrant, Weaviate, Pinecone, pgvector) · Graph (Neo4j) · SQL (PostgreSQL, TimescaleDB) · NoSQL (MongoDB, Redis) · Search (Elasticsearch)

☁️ Infrastructure & DevOps Docker · Kubernetes · Terraform · AWS (certified) · GCP · Azure · Self-hosted (nginx, Caddy, Proxmox)

🔒 Compliance & Security EU AI Act · GDPR · HIPAA · SOC 2 · ISO 27001 · OWASP · Zero-trust · Compliance-as-code (OPA, Cedar)

Writing & Thought Leadership

Verifiable AI Architecture — Published series on trustworthy AI systems.

14 articles covering structure-aware ingestion, hybrid storage, verifiable retrieval, and compliance.

Skills & Certifications

Languages: Python · TypeScript · SQL · Bash · Go · Scala Frameworks: FastAPI · Django · REST · gRPC · GraphQL · Kafka · RabbitMQ · Celery Credentials: Databricks Certified · AWS Solutions Architect · CKA · CKAD

Let's Work Together

I'm open to:

  • Consulting on AI architecture, data pipelines, compliance, and infrastructure
  • Long-term projects building systems from concept to production
  • Collaboration on open-source and community initiatives

→ Message me | Substack | Email

Free initial session to explore what we can build together.

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