Develop an AI fine-tuned model system for your project

You need a model that speaks in your voice, understands your product, and responds with the accuracy your business requires. That’s what fine tuning delivers, and it’s something I have real hands-on experience building. I create fine-tuned AI models based on your business, product or internal data, along with the tools you need to manage and update them properly.

I’ve worked with OpenAI’s fine tune systems to create models trained on structured datasets, product catalogues, support conversations, documentation and proprietary business knowledge. I also build clean admin panels that let you upload new training data, retrain your model and version-control your updates without needing a developer every time.

Fine-tuned models are perfect for:

• Product-specific FAQ automation
• Customer support assistants trained on your documentation
• Sales tools that follow your brand tone and product details
• Chatbots that use your internal workflows, rules and constraints
• Editorial or content tools that match a consistent brand style
• Data-classification, tagging and automated decision systems
• Models that need to follow strict compliance rules or terminology

But not every project needs fine tuning. Many developers push it because it sounds impressive, not because it’s the right choice. Some projects are far better suited to prompt engineering, embedding-based search or a RAG setup. I advise you honestly on which approach will give the best results, the lowest cost and the greatest long-term flexibility.

If fine tuning is the right solution, I can handle everything. I prepare and structure your dataset, run training cycles, build evaluation tools, manage model updates and integrate the fine-tuned model into your website, SaaS product or internal system. If prompt engineering or RAG is the smarter option, I’ll build that instead.

My work always focuses on clarity, reliability and maintainability. Whether your goal is a deeply specialised model or a clean RAG workflow, you get a system that works exactly as your business needs it to.

We’ll begin with a consultancy session to analyse your use case and determine the best approach. From there I build the full pipeline, including the model, the training setup, the admin tools and the integration.

If you want a fine-tuned model created and deployed with real expertise, backed by native-English communication and years of experience designing AI systems, I’m the person you hire. Let’s talk.