I will train or fine tune a custom ai model for your business or data

Transform your business with a custom AI model tailored exactly to your data and needs!

Tired of generic AI giving okay results? I will fine tune LLM models (like Llama 3.1, Mistral, Gemma, DeepSeek, or OpenAI GPT-4o / GPT-4o-mini) on your business data to deliver 40-80% better accuracy, consistent brand voice, industry-specific knowledge, structured outputs (JSON), and private, cost-efficient performance.

Perfect for Kenyan/Swahili-English businesses in Ruiru or beyond: real estate chatbots, customer support, invoice processing, content generation, internal Q&A, or any repetitive task.

Why fine-tune instead of just prompting or RAG?

• Enforces your exact tone, jargon & reasoning style
• Handles complex multi-turn conversations reliably
• Reduces token costs long-term
• Keeps sensitive data private (open-source options)

What I Deliver in Every Order

Professional data prep: Clean, format & augment your raw data (chats, docs, FAQs, spreadsheets) into high-quality JSONL

Efficient training: LoRA/QLoRA on powerful GPUs for fast, affordable results

Full evaluation: Before/after comparisons, metrics, test reports

Ready-to-use model + inference code (Ollama, vLLM, Hugging Face)