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n8n Program Operations Dashboard
n8n Program Operations Dashboard is a project by Akash Renuka Ashok (AI Engineer). A prototype automation workflow that ingests operational data and APIs, converts messy inputs into structured outputs and triggers internal follow-up.
- Role
- AI Engineer
- Category
- Workflow Automation
- Stack
- n8n, Python, OpenAI, LangChain, REST APIs
The problem
Repeatable internal program and operations work is often handled manually, with no consistent way to escalate or track follow-ups.
What Akash owned
Designed and built the automation workflow and its structured-output logic.
Highlights
- Creates summaries, escalation flags and task lists from raw operational inputs
- Demonstrates low-code orchestration combined with Python and LLM-based structured output
- Targets repeatable internal program and operations work
Outcome
Demonstrated low-code automation of summarisation and escalation for recurring operational data.
More work by Akash Renuka Ashok:
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