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I will build intelligent documents processing idp for your business
Ehtasham
About this gig
Every financial pipeline is unique. Please message me with a sample of your document (sensitive data redacted) before ordering so I can provide an accurate custom quote.
Stop wrestling with complex financial documents that break standard OCR tools.
Basic extraction software is fine for simple receipts, but it fails completely when faced with messy, non-standard financial records. If you are dealing with complex ledgers, tax schedules, balance sheets, or intricate real estate and CAM reports, you need an intelligent backend that actually understands financial context, not just pixels.
What this system delivers:
- Context-Aware Parsing: Utilizing advanced LLMs and Computer Vision to accurately map nested tables and variable layouts
- Universal Document Handling: Seamlessly process complex PDFs, scanned financial reports, and custom ledgers.
- High-Performance Architecture: Delivered via a highly secure, blazing-fast FastAPI backend, ready to integrate directly into your internal workflow or SaaS product.
- Structured Data Output: Clean, validated data delivered in JSON, CSV, or pushed directly to your database.
Message me today to automate your financial data pipeline.
Get to know Ehtasham
Ehtasham
AI Engineer and Backend Software Developer
- FromPakistan
- Member sinceJun 2020
- Avg. response time1 hour
- Last delivery10 months
Languages
Urdu, English
Hi, I'm Ehtasham.
I am an AI Engineer and Software Developer specializing in building robust, intelligent backends that solve complex business bottlenecks. While standard developers rely on off-the-shelf tools, I architect custom infrastructure that allows businesses to automate their heaviest data and logic workflows.
Send me a message, and let's discuss the architecture for your next project.
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FAQ
Why shouldn't I just use ChatGPT or a Zapier plugin for this?
Standard tools and plugins are great for one-off tasks, but they break down at scale. They suffer from rate limits, hallucinate data on complex tables, and cannot integrate deeply into custom databases. I build a dedicated, production-ready backend
Are my financial documents secure and private?
Absolutely. I understand the critical nature of financial data. I do not store your documents after the pipeline is built, and I am happy to sign an NDA before we begin.I can configure the system to use localized, open-source models so your sensitive data never leaves your server
What happens if the documents have terrible scan quality?
I utilize advanced computer vision pre-processing to clean and enhance images before they hit the extraction model. However, if a document is entirely illegible to a human, the AI will also struggle. Please send a sample in the chat so I can test the legibility first.
How will I receive the extracted data?
For the Basic package, you will receive a clean CSV, Excel file, or JSON response. For Standard and Premium packages, I build a custom FastAPI endpoint that you can query, or I can write the data directly into your database (PostgreSQL, MongoDB, etc.) via a custom Extra.
Can this system extract data from nested or complex financial tables?
Yes. Traditional OCR reads line-by-line and destroys table structures. I use specialized document intelligence techniques to understand the geometric layout of the page, ensuring that nested rows, split columns, and complex balance sheet tables are extracted perfectly.
Do I get the source code?
Yes, the source code is available. You can purchase the "Include Source Code" Extra at checkout if your internal IT team needs to take over the repository for future maintenance.
