Browse categories
Explore
Fiverr Pro
English
$
USD
I will structure your messy documents into rag optimized markdown for llms
Bespoke business tools that save time and reduce admin
Hi, I’m James. I run Tinman Designs, where I build bespoke business tools that help small businesses price work, create quotes, and reduce admin.
I focus on simple, fast, and reliable tools that are:...
About this Gig
AI-Ready Assets. Hard-Coded Integrity.
If you are building RAG pipelines, training LLMs, or deploying AI agents, your vector database needs clean data. Messy PDFs and poorly formatted Word docs destroy context windows and cause costly hallucinations.
I provide high-performance data extraction and document parsing.
I convert unstructured data into perfectly structured, machine-readable assets.
I process your raw files through a custom C# parsing engine. I never rely on generic cloud APIs. Every file is processed locally, ensuring absolute data privacy.
What I Deliver:
- AI Data Preparation: Native .PDF, .DOCX, and .TXT files extracted and normalized.
- Output Formats: RAG-optimized Markdown or structured JSON schemas.
- Intelligent Parsing: Complex lists, paragraphs, and structural boundaries preserved.
- Data Cleaning: Flush-left text, stripped whitespace, and zero bloat.
Stop fighting with regex and manual formatting. Send me your documents, and I will return pristine datasets. Engineered for global technical teams. Let's get to work.
Technology:
PowerShell
•
Other
FAQ
Are my confidential files secure and private?
Yes. I process all documents locally on my custom-built infrastructure. I do not use external cloud APIs like AWS or OpenAI to read your text. Your files are processed, delivered, and immediately wiped from my workspace.
Why do you deliver the output in Markdown?
Markdown is the gold standard for RAG databases and LLM context windows. It creates a lightweight, semantic structure that AI models easily understand. I ensure all headers, lists, and paragraphs are correctly chunked for vector ingestion to save you token costs.
What file formats can you process?
Currently, I natively parse and structure .PDF, .DOCX, and .TXT files. If you have a bespoke format or messy hybrid files, send me a message and I will evaluate the structure.
Can you provide the final data as structured JSON instead of Markdown?
Yes. I can output the structured Markdown bundled inside JSON objects alongside your file metadata. Let me know when you place the order and I will route the output accordingly.
Can you handle massive batches of thousands of documents?
Yes. My parsing system is built in C# .NET using asynchronous streams specifically designed for high-volume extraction. If you have an enterprise-sized batch, send me a message for a custom volume quote.
