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Type a gross figure and watch income tax, National Insurance and the rest peel away — leaving the one number that actually lands in your account. Five countries, the same tested engine that powers the Net Pay app.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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A realtor or a business in need of python and LLM AI document processing? Here are some recaps of my previous internship I did.
Just completed some advanced level python and LLM from extern for a mortgage company.
Check out some of the project I've worked on
Engineered AI-powered document processing pipelines for 200+ page mortgage files using OCR technologies including Tesseract OCR, PaddleOCR, and PyMuPDF, enabling scalable document extraction and parsing.
Developed a Retrieval-Augmented Generation (RAG) system using LlamaIndex for intelligent document search, classification, and contextual retrieval workflows.
Improved retrieval accuracy and system performance through embedding optimization, chunking strategies, vector search tuning, and intelligent routing logic.
Delivered technical documentation, demo UI, and evaluation reports validating OCR accuracy, retrieval precision, and system readiness for production deployment.
github.com
GitHub - Kyl67899/Outamation_Externship_internship
Contribute to Kyl67899/Outamation_Externship_internship development by creating an account on GitHub.
The OCR plus RAG pipeline for 200-page mortgage files sounds like a serious test of retrieval quality. Which document type caused the toughest extraction or chunking issue?
We recently built an AI Sales Agent powered by Claude to help businesses automate their sales workflows from lead qualification to intelligent follow-ups.
Instead of just answering questions, the agent can understand customer intent, qualify prospects, update your CRM, schedule meetings, summarize conversations, and execute business workflows 24/7.
Every business has unique processes, which is why we build custom AI agents tailored to your specific requirements, existing tools, and goals.
Whether you're looking to automate sales, customer support, internal operations, or repetitive business tasks, we can help you build an AI solution that works for your business.
Built with: Claude • AI Agents • CRM Integration • Workflow Automation • APIs
How I turned a broken AI layout into a polished project utilizing Envato elements!
For this challenge, I wanted to test how far AI could take my project layout. I used an AI tool to generate the initial website structure, but the alignment and grid elements completely broke down.
To fix this, I manually restructured the entire layout, cleaned up the design harmony, and brought in high-quality assets from Envato to elevate the overall visual identity. Envato totally saved the day and turned a broken framework into a clean, modern, and production-ready interface!
Excellent execution! The attention to detail really stands out. Wishing you the best of luck in the competition! 🙌
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