Scaling creative across platforms and markets usually creates inconsistent copy, broken layouts and slow review cycles.
Creative Production & Localization Engine
Turns campaign briefs into advertising concepts, platform-ready assets and culturally adapted variants while preserving layout and intent.
- Interprets the campaign brief and brand system before generation.
- Creates copy and visual concepts for specific platforms and objectives.
- Detects source text and localizes it without rebuilding the whole asset.
- Scores every variant for brand, layout, language and platform fit.
Built and adapted by Vipul Sharma for repeatable advertising production and language localization.
Manual input or
automatic data.
Information can be entered by a marketer, uploaded as a file or collected automatically through an approved connection.
Goal, audience, offer, main message and call to action.
Voice, colours, typography, visual rules and words to avoid.
Product photos, logos, lifestyle images and required legal copy.
Original language, Canadian French target and details that must not change.
- Message hierarchy and visual concept
- Source-image text regions
- Typography, spacing and safe areas
- Canadian French meaning and cultural fit
- Platform dimensions and copy limits
- Brand and claim compliance
From input
to useful output.
Brand and campaign rules become structured generation constraints.
Copy and visual concepts are produced as controlled variants.
OCR and image analysis identify text, hierarchy and protected areas.
FR-CA copy is transcreated while invariant offer details are preserved.
Automated scoring routes each asset to human approval.
Files, reports
and next actions.
- Creative brief and concept board
- Advertising-copy variations
- Static Meta and social creatives
- 1:1, 4:5 and 9:16 variants
- English and FR-CA localization pair
- Before-and-after comparison
- Brand-quality report
Core tools and
outside connections.
Required connections are needed for the main workflow. Optional connections can be replaced with uploaded files or sample data.
- Python
- Pillow
- OpenCV
- OCR adapter
- Vision-capable LLM
- Image-generation adapter
- Template renderer
- Brand rules
- Text-overflow checks
- Claim validation
- Approval state
Brief interpretation, OCR review, copy and structured evaluation.
Used for original product or lifestyle assets.
FR-CA draft translation; final wording still passes evaluation.
Versioned source and approved creative delivery.
- Brand-voice alignment
- Offer and numeric invariant preservation
- Canadian French language review
- Text overflow and readability
- Platform-safe areas
- Unsupported-claim detection
- Original and localized versions retained
- Protected logo and product regions
- Human language approval
- No direct ad publishing
- Assets per brief
- Localization time
- Approval rate
- Manual corrections
- Creative test coverage
What a recruiter
can inspect here.
Real client dashboards and campaign screenshots are not published because of NDA restrictions. These views use fictional or recreated data.
Three flavours. Zero quiet breaks.
Approved message hierarchy and product layout.
Plus de goût. Encore plus de croquant.
Offer and composition preserved.
Where this system
was applied.
Shelizaan
Canadian B2B, retail and multi-location commerceAdvertising creatives, product campaigns and reusable brand formats.
Just Kiddin
Indoor playground and family-entertainment companyPaid, organic and event creative production.
Petpooja
Restaurant technology and SaaSAdvertising concepts, platform sizes and localized campaign assets.
Sagar Kathrotiya Show
YouTube and regional-media projectEpisode and promotional creative.
Project names are public. Client screenshots, private data and confidential campaign outputs are not shown because of NDA restrictions.