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


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
FullStack Software Developer
- FromPakistan
- Member sinceJun 2026
- Avg. response time1 hour
Languages
Urdu, English, Hindi

