🚨 Update! My photo automation system just got a major upgrade.

• ML-based scoring (NIMA, sharpness, contrast)
• Metadata editing
• Syncs instantly to site
• Full logging

📝 Blog: https://www.amir2000.nl/blog/photography-automation-major-update

📖 Prev: https://www.amir2000.nl/blog/photography-automation-pipeline-amir2000

🔮 Coming next: a smart ML model that learns from my edits — for better scoring, smarter naming & captions.

#PhotographyAutomation #PythonProject #ImageWorkflow #MLScoring #amir2000nl #PhotographyTech #AMIR2000NLPhotography

🚀 Just launched the biggest technical upgrade to my photography site
Managing over +32k photos manually wasn’t scalable
So, I built my own automation system from scratch using Python, SQL, and a custom publishing pipeline.
📸 Built by a photographer, for photographers.
🧩 Here’s a behind-the-scenes look at how it works 👇
📖 Full blog post:
👉 https://www.amir2000.nl/blog/photography-automation-pipeline-amir2000

#photographyautomation #pythonproject #customworkflow #photographyworkflow #imageprocessing #photographertools #AMIR2000NLPhotography