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Introducing GeoAlerta AI — an AI-powered climate intelligence platform built to help emerging cities predict and respond to floods, heavy rainfall, and environmental risks in real time.
GeoAlerta AI combines machine learning, geospatial analytics, terrain intelligence, and weather forecasting APIs to transform environmental data into actionable public insights.
Key capabilities include:
• Flood risk prediction
• Real-time rainfall monitoring
• Geospatial vulnerability mapping
• AI-driven environmental scoring
• Interactive smart-city dashboards
• Decision support for public managers and civil defense teams
Our mission is to democratize climate intelligence and bring advanced AI capabilities to vulnerable regions that are often underserved by traditional monitoring systems.
Built with:
Python • FastAPI • Machine Learning • GeoPandas • OpenWeather API • Interactive AI Dashboards
GeoAlerta AI represents the intersection of Artificial Intelligence, ClimateTech, and Public Impact.
#AI #ClimateTech #MachineLearning #SmartCities #GeoAI #DataScience #Python #Innovation
Don't forget to make sure your submission includes all requirements listed in the guidelines!
Could you please share the guidelines or requirements for the submission? I want to make sure everything is fully aligned with the expected criteria.
Interesting work! 🔥 What's the true positive rate of the predictions so far?
O GeoAlerta IA identificou que 93% das áreas analisadas apresentam tendência positiva para risco de alagamento, considerando variáveis como chuva, relevo, proximidade de cursos d’água e características territoriais.
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
Related posts
Atelier 360 — A Reusable Fashion Launch System
Full Project Description
Atelier 360 is a reusable creative workflow built in Melius that turns a single fashion product brief into a complete omnichannel launch campaign.
For this challenge, I used a premium black oversized hoodie as the starting product. From that one brief, the workflow generates brand direction, product-only e-commerce assets, 360-degree product views, on-model editorial visuals, social creatives, paid ads, out-of-home campaign concepts, website and email banners, and cinematic video direction.
The main idea behind Atelier 360 is product consistency. Generative fashion workflows often create beautiful isolated images, but the product can easily drift between outputs. To solve this, I built the workflow around a Canonical Product Identity and Global Quality Standards. These act as a source of truth for the garment’s silhouette, material, proportions, construction, and visual style.
The system is designed to reduce common AI issues such as inconsistent product details, exaggerated garment proportions, duplicate hoods, faceless models, ghost-mannequin artifacts, unreadable text, and off-brand visual drift. Instead of treating each image as a separate generation, Atelier 360 works like a connected production pipeline.
Key Functions & Capabilities
Strategic Brand Foundation
The workflow starts by generating a clear brand strategy, audience direction, visual tone, and campaign positioning based on the initial product brief.
Canonical Product Anchor
A central product identity node defines the source of truth for the garment, including silhouette, material, hood structure, pocket placement, cuffs, hem, and overall construction.
Product-Only E-Commerce Assets
The system creates clean product visuals for online stores, including hero product shots, 360-degree front/side/back views, material close-ups, and PDP-ready assets.
On-Model & Editorial Assets
The workflow separates model-based visuals from product-only assets to create editorial campaign images with visible faces, realistic anatomy, and premium fashion styling.
Omnichannel Marketing Assets
Atelier 360 generates campaign concepts for social media, paid ads, website banners, email banners, billboards, and street posters.
Video & Motion Direction
The system includes a video pipeline covering script, storyboard, keyframes, 360-degree product turntable concepts, and short-form fashion promo video direction.
Process Steps & Execution Strategy
I started by building the strategy layer and defining the visual direction for a premium minimalist streetwear brand. Then I created a Canonical Product Identity to keep the hoodie consistent across all future outputs.
From there, I organized the canvas into five functional zones:
Strategy & System Rules
Product-Only Assets
On-Model & Editorial Assets
Campaign & Marketing Assets
Video & Motion Direction
During the process, I learned that a large nested workflow is easier to control when it is executed group by group rather than all at once. This allowed me to review each stage, refine weak outputs, and keep the final campaign board cleaner and more consistent.
Feedback on Melius
Melius helped turn the creative process from isolated prompting into a visual production system. I liked being able to structure the workflow spatially, connect strategy to visual outputs, and use the agent to expand one product idea into many connected campaign assets.
The canvas format made it easier to think like a creative director: define the product, build the visual world, generate assets, review quality, and curate the strongest outputs. For me, the biggest value was not just generating visuals, but building a reusable workflow that can be adapted for future fashion launches.
this is so cool!
Title
Brand DNA Engine — ÆTHER
A workflow-native creative direction system for building coherent luxury brand ecosystems with AI.
Brand DNA Engine is an AI-native creative direction system built entirely in Melius that transforms vague startup ideas into coherent, launch-ready luxury brand ecosystems.
Using connected AI workflows and multiple node types, the system analyzes positioning, emotional tone, visual language, and audience intent before generating unified identity systems, UI concepts, campaign visuals, messaging systems, and cinematic brand outputs.
The workflow emphasizes collaborative refinement between human creative direction and AI orchestration, allowing the entire ecosystem to evolve coherently through iterative feedback loops.
For this project, I created ÆTHER, a fictional luxury AI wellness intelligence brand designed for high-performing creatives.
Process Overview
Creative Briefing Inputs
I began by creating structured input nodes for the startup concept, audience, emotional tone, and visual direction of the fictional brand ÆTHER.
AI Analysis Layer
Using Melius AI agents, I created workflow nodes that analyzed:
emotional positioning
visual language
luxury references
campaign tone
typography direction
architectural/editorial aesthetics
Brand DNA Synthesis
The workflow then synthesized these analyses into a central “Brand DNA” system that acted as the creative intelligence layer for all downstream outputs.
Parallel Creative Generation
From the Brand DNA system, the workflow branched into multiple generation systems:
Identity System
UI System
Campaign System
Messaging System
Refinement Loops
The most important stage was collaborative refinement. I introduced creative direction shifts such as:
“Push the system toward brutalist editorial luxury.”
The workflow then evolved the entire ecosystem coherently across campaigns, UI, typography, messaging, and visual tone.
Final Outputs
The final workflow generated cinematic launch posters, editorial campaigns, luxury landing page concepts, and a final “Brand Universe” visual, all designed to feel part of the same cohesive creative world.
Building with Melius
What stood out most while building this project was how naturally Melius supports workflow-native creative thinking instead of isolated prompting.
The visual canvas made it possible to structure creative direction as a connected system rather than generating disconnected outputs. The ability to branch workflows, connect reasoning layers, and iterate through refinement loops made the experience feel much closer to a real creative agency process.
The strongest part of the platform for me was the ability to visually orchestrate AI collaboration. Instead of a single prompt leading to a final result, the workflow became a living creative system where positioning, visual language, campaigns, UI, and messaging could evolve together coherently.
I also found the visual nature of the workflow particularly useful for storytelling and presentation. Seeing the progression from briefing > analysis > synthesis > refinement made the creative process feel much more transparent and intentional.
love how sleek this feels!
wait i ididn't even know i could do this lol
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