I will build local ai agents and custom automation tools using ollama and fastapi
About this gig
Are you looking to deploy secure, private AI solutions on your local infrastructure? As an Enterprise Systems & Automation Expert with over 20 years of IT experience, I specialize in building zero-cloud, 100% private AI automation tools.
I bridge the gap between complex system infrastructure and modern AI engineering to build secure, robust applications.
What I Can Do For You:
- Deploy & optimize local LLMs using Ollama (Llama 3, Mistral) on local GPU/CPU servers.
- Build high-performance, asynchronous REST APIs using FastAPI & TypeScript.
- Develop autonomous AI Agents for data extraction, log monitoring, and report analysis.
- Create responsive frontend interfaces using React for your custom AI tools.
- Ensure strict data privacy by keeping 100% of your operational data on-premises.
Why Work With Me?
- 20+ Years of Corporate IT & Infrastructure Experience.
- Deep expertise in secure environment staging & server resource allocation.
- Clean, maintainable code following industry best practices.
Keep your enterprise data safe. Contact me to discuss your architecture before ordering!
Get to know irfanayub
IT Professional
- FromPakistan
- Member sinceMar 2016
Languages
Urdu, English
FAQ
Do you use any cloud APIs like OpenAI or Anthropic for these agents?
No, absolutely not. All AI models and agents are deployed 100% locally on your own infrastructure using Ollama. Your data never leaves your server, ensuring absolute privacy and data compliance.
What are the minimum hardware requirements to run a local LLM?
For light models (like Llama 3 8B or Mistral 7B), a minimum of 16GB RAM and a dedicated Nvidia GPU with at least 8GB VRAM (like RTX 3060/4060) is highly recommended. However, we can optimize models to run on CPU-only environments for basic automation workflows.
Can the local AI agent integrate with my existing relational databases?
Yes. Using FastAPI as our core backend framework, we can build custom middleware pipelines to securely connect the local LLM with SQL, PostgreSQL, MongoDB, or local log file directories for continuous monitoring.
Will I get the complete source code and operational control?
Yes, with the Standard and Premium packages, you will receive full ownership of the clean, well-documented FastAPI and React source code, allowing your internal systems team to maintain or update it in the future.

