I will fine tune llm and build generative ai solutions with python


About this gig
Need a custom LLM fine-tuning solution or a generative AI system built end-to-end? You're in the right place.
I'm Amar, an AI engineer with proven experience building production-grade LLM fine-tuning, generative AI, and deep learning systems using Python and modern frameworks like PyTorch and Hugging Face.
I help startups, agencies, and researchers develop custom LLM models and GenAI applications from domain-specific fine-tuned models to full-scale AI products with deployment.
Whether you need LLM fine-tuning, RAG systems, or generative AI pipelines, I deliver optimized models, scalable systems, and real-world results that outperform generic solutions.
What I Offer
- LLM fine-tuning (LoRA / QLoRA)
- Generative AI solutions
- RAG + LLM systems
- Dataset preparation
- Model optimization
- Diffusion & image models
- Deployment & inference
What You Get
- Fine-tuned LLM model
- Training + inference code
- Evaluation results
- Deployment-ready setup
- Full documentation
Why Choose Me
- Production GenAI systems
- Deep model understanding
- GPU optimization expertise
- Honest technical guidance
- Scalable architecture
Send me your use case and data Ill recommend the best approach with a clear plan and cost estimate.
Get to know Amar Ismail
AI Solutions That Actually Work
- FromPakistan
- Member sinceMay 2026
- Avg. response time1 hour
- Last deliveryabout 21 hours
Languages
English, Urdu
My Portfolio
FAQ
How much data is needed for LLM fine-tuning?
Depends — small tasks (100–500), domain tasks (1k–10k+).
Can I deploy the model myself?
Yes — you’ll get full deployment-ready setup.

