Ecoshyft — Agentic Systems

AI Orchestration & Agentic Workflows (voice + chat)

Multi-agent assistants · RAG (Qdrant) · n8n orchestration (Rasa / LangChain / Supabase) · Azure STT/TTS · NGINX/Cloudflare · CI/CD

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Energy Ops Voice Assistant

  • Rasa + n8n handover · Azure STT/TTS (SSML)
  • RAG via Qdrant; forms & fallback; operator escalation
  • Result: less manual workload, faster responses

LangChain API + Supabase Edge

  • Triggers → Edge Functions → embeddings → Qdrant
  • Real-time knowledge index for procedures/FAQ
  • Result: up-to-date answers and traceable citations

Cost/Latency Model Router

  • Smart routing GPT ↔ local Ollama · caching & batching
  • Quality gates & A/B prompts; MLflow logging
  • Result: lower $/request with stable quality
Conversational: Rasa, Azure STT/TTS (SSML), Asterisk
Orchestration: n8n, Supabase triggers/Edge, FastAPI
Retrieval/RAG: LangChain, Qdrant, hybrid search
DevOps: Docker, NGINX, Cloudflare, GitHub Actions

Contact

Ben Karamyan · Armenia / Remote · benkaramyan475@gmail.com · +374 91 739 822