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Auto Ad Generator

2024/Built for Drool

One designer sets the direction. Everybody else stops waiting.

Under 60 seconds per production-ready ad

Every ad, every resize, every A/B variation went through the one person who knew Photoshop. Five teams, one queue, and a designer spending their week on repeat work instead of design. I pulled the colour theory and layer logic out of Photoshop and put it behind an API, so the designer sets the creative direction once and everyone else generates their own variations from it.

How it works

The bottleneck was never the software. It was that only one person could drive it, so every request for a new size, a new background or a fourth version of the same banner queued behind them. I spent a while working out what a good ad actually obeys: how colours are chosen against a background, how shadows and highlights sit on a product, which layers move and which never do. That became an image-processing API. The designer builds a master template once. Anyone in the company can then feed in new artwork and get a photorealistic, production-ready ad back, correctly sized for wherever it is going. It runs on GPU-backed cloud infrastructure so a batch of fifty does not mean waiting until tomorrow.

Built with

Cloud EngineeringGPU OptimisationColour TheoryAPI DesignCreative Automation

Auto Ad Generator — Project Overview

From one designer's hands
to every team member's fingertips

How we removed the creative bottleneck and gave an entire company the power to produce photorealistic ads — without touching Photoshop.

Before

One designer. Six teams waiting.

Every ad edit — no matter how small — had to pass through a single person. Every request meant delays, back-and-forth, and a bottleneck that couldn't scale.

SalesTeamAccountMgmtSocialMediaMarketingOpsProductTeamDesigner1 person⚠ BOTTLENECKRequest / RevisePhotoshopManual editsHoursavg. wait per edit request5+ Teamsall relying on 1 person
⚠️
Every edit is a queue.Staff wait hours for simple artwork swaps. The designer becomes a production line — not a creative asset. Output grinds to a halt whenever demand spikes.
After

Every team works independently.

The designer builds a master template once. From then on, any staff member can request a new ad variation — and receive a photorealistic result in under 60 seconds, no design skills required.

SalesTeamAccountMgmtSocialMediaMarketingOpsProductTeamCampaignManager(Airtable Interface)CloudRenderEnginePhotorealistic outputArtwork requestPlatform APlatform BPlatform CDesignertemplate onlyOne-time setup ✓< 60 secper photorealistic ad render✓✓✓
✅
Designer sets the template once. Everyone else runs independently.Any staff member requests a variation, the cloud engine renders a photorealistic ad in under 60 seconds — delivered directly to the platform of their choice. No Photoshop. No queue.
Staff / Teams
Designer
System / Tools
Bottleneck flow
Automated flow