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I will reduce llm costs and optimize ai automations in n8n
Spain
I speak English, Russian, Ukrainian, Spanish
AI Automation n8n Developer Solution Architect
I build AI automations that work in production and stay working.
n8n creator, ML Engineer, Senior QA Engineer.
5+ years in banking tech, PhD in Mathematics.
What I deliver:
- n8n workflow automation...
About this Gig
Paying too much for OpenAI, Claude, Gemini, or other LLM APIs?
I review AI automations and find where you overpay, where the workflow is inefficient, and how to improve the balance between cost, speed, and output quality.
This gig is a good fit if your AI workflows are:
- too expensive to run
- slower than expected
- using stronger models than necessary
- making too many LLM calls
- producing unstable or low-value output
What I do:
- audit your current AI workflow or automation
- review model usage, prompts, and call structure
- identify unnecessary LLM spending
- recommend better model selection for each task
- optimize prompts and workflow logic
- suggest routing, caching, or simplification opportunities
- provide a clear action plan for cost reduction
I work with n8n workflows, API-based automations, bots, and custom AI systems.
If needed, implementation of approved recommendations can be added separately.
My Portfolio
FAQ
What do you need from me to get started?
Please send your workflow, current models, prompts, usage details, cost concern, and a few example inputs and outputs.
Can you help reduce OpenAI or other LLM API costs?
Yes. I review model usage, prompts, and workflow logic to find where costs can be reduced without hurting output quality
Will you change my workflow directly?
This gig mainly focuses on analysis and recommendations. Implementation can be added separately if needed.
Can you compare different models for my task?
Yes. I can suggest better model options based on cost, speed, and expected output quality.
Do you work only with n8n?
No. I can review AI usage in n8n workflows, custom automations, bots, and API-based systems.
