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Developed an AI-based approach for detecting and analyzing malicious PDF files using machine learning, feature extraction, and explainable AI.
Focus: PDF malware detection, machine learning/deep learning, and security-focused feature extraction.
Key Contribution: Applied SHAP-based Explainable AI to interpret malware classification results and identify the features influencing model decisions.
The project combines cybersecurity, malware analysis, machine learning, and digital forensics to improve the detection and interpretability of malicious PDF documents.
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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What if your online store could market itself? 🤖
I’ve been building an AI-powered social media automation platform that turns ecommerce products into ready-to-publish marketing content.
The workflow can:
→ Connect to an ecommerce store
→ Sync products automatically
→ Generate social media content with AI
→ Create product-focused visuals
→ Prepare posts/stories for social platforms
→ Schedule and publish content
→ Keep product marketing running with minimal manual work
The bigger idea isn’t just “AI-generated posts.”
It’s building an automated marketing workflow around the actual products in your store.
This is the kind of automation I enjoy building: connecting APIs, AI agents, ecommerce systems, content generation, and social platforms into one practical workflow.
If you're running an ecommerce business and still creating every product post manually, there’s probably a lot that can be automated.
#AIAutomation #Ecommerce #AI #MarketingAutomation #SaaS #Automation #Contra
Love this autonomous workflow! Clean execution and super practical.
Hot take: AI is making some businesses more disorganized, not less.
Why?
Because teams keep adding tools before fixing the process.
Now they have:
• AI meeting notes
• AI email drafts
• AI task lists
• AI research
• AI content
• AI everything
…and still no one knows what actually needs to happen next.
The real advantage isn’t using the most AI.
It’s knowing where AI should fit into a clear workflow.
That’s where operations matters.
Use AI to speed up:
• Follow-ups
• Research
• Documentation
• Reporting
• SOP creation
• Repetitive admin
But keep human judgment for priorities, communication, and decisions.
AI should reduce friction, not create more tabs.
What’s one AI tool that has actually saved you time?
#AI #Automation #Operations #ExecutiveAssistant #VirtualAssistant #FounderSupport #Startup #Productivity
Very inspiring concept!
I wanted to see how cinematic AI could feel.
So I built a world from scratch. 🎬
AI-generated visuals + art direction + cinematic storytelling.
Just an experiment… but definitely not the last one.
#AIVisuals #GenerativeAI #AIArt #CinematicAI #ArtDirection #VisualDesign #CreativeDirection #DigitalArt
