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AI SYSTEM · N8N · PERSONAL OPERATING LAYER

Naïm Copilot

A personal AI agent that connects memory, knowledge, projects and actions so work can be queried and updated through a single conversational interface.

Personal AI systemAI Product Designer · AI Builder · Automation Architect
Naïm Copilot n8n workflow screenshot showing Telegram, AI Agent, memory
                        and project tools
THE CHALLENGE

A clear problem deserves a clear product response.

How can one assistant understand my professional context, remember decisions, search projects and trigger actions instead of behaving like a generic chatbot?

WHAT I DID

From ambiguity to a usable system.

  • Designed the conversational operating model around memory, knowledge and project state.
  • Built an n8n workflow for Telegram text and voice input.
  • Connected PostgreSQL chat memory and structured knowledge.
  • Added project search, project update, decision context and action planning tools.
01Frame

Clarify the problem, users and constraints.

02Structure

Turn requirements into flows and product logic.

03Design

Create clear, reusable and implementation-ready UI.

04Build

Connect the design to technology and iterate.

SELECTED EVIDENCE

The work behind the interface.

Naïm Copilot n8n workflow screenshot showing Telegram, AI Agent, memory
                        and project tools
TECHNOLOGY
n8nGoogle GeminiPostgreSQLTelegramAI AgentsRAGMCPAutomation