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Adversarial multi-agent validation system where four LLMs from different providers debate, critique, and refine every answer through an iterative proposer-critic-arbiter loop before returning a confidence-scored output.
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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Proud to share that I've completed a Coursiv course on applied AI. Structured lessons, hands-on tasks, and real-world scenarios made this a practical and impactful experience. Excited to put these skills to use.
Check out my certificate: https://app.coursiv.io/certificates/public/XR4BLESA/en
Moon Paris — AI Perfume Commercial
A short-form luxury fragrance ad concept, fully generated with AI — no shoot, no set, no real product.
Tools used: Google Flow (Veo) for video generation, ChatGPT for script/shot planning.
What I did: Directed the entire visual narrative — bottle reveal with butterfly detail, macro fruit-note shots (strawberry, raspberry, pear), and a model application shot — through iterative prompting to hit a premium, editorial perfume-ad look. Focused on lighting consistency, pacing, and brand-grade visual polish using a completely free toolkit.
Good fit for: brands or agencies exploring AI-generated product ads, social content, or rapid concept visualization without a traditional shoot budget.
Tags: AI Video, Generative AI, Google Flow, Veo, Product Ads, Prompt Engineering, Brand Content
Amazing work
Smart OCR Automation with n8n AI Workflow
A powerful n8n automation project built to compare and automate multiple document extraction methods in one clean workflow system. This setup includes four organized processing paths: No OCR, Gemini Vision, Mistral OCR, and LlamaCloud, making it easy to test, extract, and send PDF content into Google Docs with different levels of AI intelligence.
Each workflow starts from Google Drive file search and download, then moves through loops, extraction, base64 conversion, API calls, parsing, wait steps, and final document updates. The structure is clean, modular, and easy to understand, showing how an advanced n8n workflow can handle document automation from simple PDF extraction to AI-powered OCR processing.
This project is ideal for businesses that manage invoices, reports, contracts, forms, scanned PDFs, or client documents. By combining workflow automation, Google Drive, Google Docs, Gemini Vision, Mistral OCR, and LlamaCloud, the system reduces manual copy-paste work and creates a faster, more accurate document handling process.
A smart example of ai automation designed for agencies, admin teams, finance workflows, and operations that need scalable document processing. Built with a practical automation mindset, this workflow turns repetitive file tasks into a smooth, reliable, and intelligent pipeline.
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