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2025 • Engineering Work

Legend Energy: AI Layer for Multi-Tenant SaaS

Designed and built the AI service layer for an industrial energy analytics platform serving large US facilities. Semantic query planning, LLM orchestration, strict multi-tenant data isolation, and async processing over NATS/JetStream, integrated with an existing Laravel/Python/Vue stack on Kubernetes.

#Python #Claude API #MCP #PostgreSQL #TimescaleDB #k3s
© 2026 Kristijan Soldo