I will fine tune a private llm on your business data for secure local deployment

A
ali_abbas346
A
ali_abbas346
Muhammad Shahza

About this gig

Your business data is too sensitive to send to OpenAI or Claude.


I fine-tune open-source LLMs (Llama, Mistral, Qwen, Gemma) on YOUR 

proprietary data and deploy them on your own server so your data 

never leaves your infrastructure.


WHAT YOU GET:

A fine-tuned model trained on your documents, SOPs, product data, 

  or internal knowledge base

Runs fully offline on your server or private cloud zero data 

  sent to third parties

LoRA / QLoRA fine-tuning for efficiency no need for expensive 

  GPU infrastructure

FastAPI backend so it integrates with your existing systems

Full source code + documentation delivered


BEST FOR:

Legal firms, healthcare, finance, and any business handling sensitive 

data that wants AI without the compliance risk of cloud APIs.


MY BACKGROUND:

Full-stack + ML background (Python, FastAPI, PyTorch, React). I've 

built and deployed ML models end-to-end not just notebook demos, 

but production-ready systems.


Message me with your use case before ordering every fine-tuning 

project is different and I'll scope it honestly.

Get to know Muhammad Shahza

Muhammad Shahza

FullStack Software Developer

  • FromPakistan
  • Member sinceJun 2026
  • Avg. response time1 hour
  • Languages

    Urdu, English, Hindi
I am a Full-Stack Software Developer with experience in building CRM systems, cloud-based accounting platforms, and AI-integrated LMS solutions. I specialize in Python, FastAPI, ASP.NET, and Next.js, with expertise in developing RAG systems and multi-tenant architectures to solve complex business problems.

Other AI Development Services I Offer