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AI-powered steel defect detection system built with TensorFlow, OpenCV, and Streamlit. The application detects and visualizes steel surface defects using deep learning and computer vision techniques, with segmentation masks, bounding box detection, and defect analysis for industrial inspection workflows.
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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Built an AI Security Scanner for GitHub Orgs in 2 Weeks
Engineered an end-to-end AI platform that scans entire GitHub organizations for vulnerabilities and auto-generates fix PRs.
What it does:
Crawls 100+ repos via GitHub GraphQL API in batch mode
Runs GPT-4 over real source code to detect SQL injection, XSS, hardcoded secrets, CSRF, auth bypasses
Scores by severity, generates secure code fixes, creates PRs automatically
Real-time WebSocket dashboard shows live progress
Tech: Next.js 15 · Node.js · Supabase · BullMQ · Redis · OpenAI · CrewAI
Open source, MIT licensed: github.com/aymandakir/org-code-ai
Shipped in under 2 weeks. Full stack, production-ready.
Great work! And it's open source too. 😄
O - A :Predictive Demand & Trend Dashboard
A B2B-focused piece that looks like a high-end trading terminal.
The Experience: A stunning "Bento-grid" dashboard that predicts which products will trend in the next 7 days by scraping social media trends and correlating them with current inventory.
The AI Tech:
Sentiment Analysis: Processing social media feeds.
Forecasting: Using time-series models to predict stock-outs before they happen.
Impressive
Bold lines. Sharp details. Clean finish.
Built this entire visual with AI
Do you feel the energy through the screen? Because this visual was built to make you feel every bit of it.
Obsessively directed.
amazing work
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