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I built a Python workflow to collect information from approved public Instagram profiles and posts. The workflow can collect publicly visible profile details, post information, captions, image links, and other content shown on public pages.
It organizes the results into a structured format for research, content monitoring, or social-media analysis. The workflow can also download publicly available images when permitted and save the information in CSV, JSON, or another agreed format.
This is a video demonstration of a private project. The source code is not publicly listed, and no private accounts, private messages, login bypasses, or restricted data were used.
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Atelier / Interiors — Editorial Interior Design Campaign
Atelier / Interiors is a premium 5-slide Instagram carousel concept created for a contemporary interior architecture and design studio.
The project explores warm minimalism through an editorial lens, combining photorealistic interior photography, tactile material studies, architectural details and refined typography. The goal was to create a social media campaign that feels less like a conventional Instagram template and more like a high-end architecture and interiors magazine translated into a digital format.
Creative Direction
The visual language is built around a restrained palette of warm ivory, limestone beige, natural oak, walnut and muted charcoal. Soft natural daylight, authentic material textures and subtle photographic imperfections create a warm, sophisticated and believable atmosphere.
The typography pairs an elegant high-contrast editorial serif with a clean modern sans-serif, creating a consistent visual hierarchy while maintaining strong readability across mobile screens.
Carousel Structure
01 — THE ART OF LIVING
A hero interior photograph introducing the project and establishing the campaign’s visual language.
02 — THE SPACE
A photography-led exploration of the living environment, focusing on light, proportion and quiet materiality.
03 — MATERIAL LANGUAGE
A curated material study featuring natural oak, limestone, linen, walnut and architectural details.
04 — THE DETAILS
A collection of intimate architectural photographs highlighting joinery, textiles, ceramics and lighting.
05 — DESIGNED FOR LIVING.
A final architectural composition bringing the campaign together through a simple statement about light, material and intention.
Design Approach
The entire carousel was art-directed as one cohesive visual system, maintaining consistent typography, grid structure, spacing, photography treatment and color language across all five slides.
Instead of relying on decorative graphics, the design uses negative space, proportion, materiality and typography to create a refined editorial experience.
The result is a calm, tactile and contemporary visual identity designed to feel like a premium architecture publication adapted for social media.
Deliverables: 5-slide Instagram carousel · 1080 × 1350 px · 4:5 format
Creative disciplines: Art Direction · Editorial Design · Interior Design Visualization · Typography · Social Media Design
Hashtags
#InteriorDesign #InteriorArchitecture #InteriorDesignStudio #InteriorDesignInspiration #ArchitectureDesign #ArchitecturalDesign #EditorialDesign #EditorialPhotography #GraphicDesign #BrandIdentity #VisualIdentity #ArtDirection #CreativeDirection #SocialMediaDesign #InstagramDesign #InstagramCarousel #CarouselDesign #InteriorStyling #ModernInterior #MinimalInterior #WarmMinimalism #Minimalism #ContemporaryDesign #LuxuryInteriors #MaterialDesign #MaterialStudy #ArchitecturePhotography #InteriorPhotography #Behance #Contra
nice interior designs
Lost 2 days building a complex n8n workflow. Here's what I learned.✌️
The project: A 12-node AI Receptionist automation for a luxury resort in Bangladesh. Multi-channel (WhatsApp, Telegram, Voice), 9 Google Sheets, Gemini API, payment automation, customer CRM.
What went wrong: Added a new voice integration node. Accidentally deleted the entire workflow.
Why it happened:
No JSON exports after milestones
No version control (Git)
Testing changes LIVE on production workflow
No documentation
Building locally with zero redundancy
The fix (now implemented):
✅ JSON backups after every 2-3 nodes
✅ GitHub versioning
✅ Clone workflows for testing
✅ Modular design
✅ Complete documentation
For automation professionals: You're not just builders—you're engineers.
Treat workflows like software:
Documentation
Version control
Backup strategy
Modular testing
Client delays = lost revenue + credibility damage.
Make the systems bulletproof.
How do you prevent data loss in your automation builds? 👇
#n8n #Automation #WorkflowAutomation #NoCode #LessonsLearned #make #AIAutomation #DataAnalyst #MachineLearning
I'd try restoring one of those JSON backups into a cloned workflow before the next handoff. That way you know it can actually get you running again.
been working on some complex workflow illustrations for a big tech startup landing page redesign... [WIP]
The code panel against that Temporal checklist makes the retry logic readable. Pairing it with a plain headline like Handling Failures is what lets a dense workflow land on a marketing page.