I will fine tune an llm or build a custom ai model for your dataset

I will fine-tune an LLM on your data so it follows your format, style, and rules.

Use cases:

• Organizing content into the right category or label
• Cleaning and preparing data for training
• Improving model quality through testing and tuning
• Handling uneven datasets where some classes have less data
• Using advanced AI models for more complex tasks
• Combining models for better accuracy
• Building custom Python scripts for classification
• Turning the model into a usable app or API
• Measuring performance clearly and explaining results simply

What you get:

• Light dataset cleanup and training-ready formatting in CSV or JSONL
• Fine-tuned model delivery using OpenAI, LoRA/adapter, Hugging Face, Gemeni, Claude, Deepseek
• Simple before/after examples on your test prompts
• Run instructions and optional sample API script
• Structured JSON outputs when needed

Good for:

• Extraction to JSON from resumes, invoices, contracts, or emails
• Classification and tagging such as intent, category, priority, or job fit
• Scoring and ranking for leads, CVs, or support tickets
• Fixed-style rewriting and strict templates
• Policy-based replies, summaries, normalization, and compliance wording

Note: Message me before ordering.